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Ctuary Athe INDIA - the Institute of Actuaries of India
Actuary
                  February 2018 Issue
the
                  Vol. X - Issue 02
                  Pages 36    20
          INDIA

             www.actuariesindia.org
Ctuary Athe INDIA - the Institute of Actuaries of India
Ctuary Athe INDIA - the Institute of Actuaries of India
Actuary
the

                                     INDIA
                                                                   CONTENTS          "A noble man's thoughts will never go in vain. -Mahatma Gandhi."
        www.actuariesindia.org                         "I hold every person a debtor to his profession, from the which as men of course do seek to receive countenance and profit,
                                                            so ought they of duty to endeavour themselves by way of amends to help and ornament thereunto - Francis Bacon"

             CHIEF EDITOR
                                             FROM THE DESK OF CHIEF EDITOR
                                             Mr. Sunil Sharma ...................................................................................................................................................................... 4
                Sunil Sharma
        Email: sunil.sharma@kotak.com             th
                                             19 GCA INTRODUCTORY ADDRESS – PRESIDENT, IAI
                                             Mr. Sanjeeb Kumar .................................................................................................................................................................. 5
                  EDITOR                     FROM THE DESK OF EXECUTIVE DIRECTOR
                                             Mr. D C Khansili ....................................................................................................................................................................... 7
               Dinesh Khansili
      Email: dineshkhansili111@gmail.com     19th GCA PRESS COVERAGE .............................................................................................................................................. 10

                                             PHOTO FEATURES OF 19TH GLOBAL CONFERENCE OF ACTUARIES ........................................................... 18
        COUNTRY REPORTERS                    BEST ARTICLES & BEST REPORTAGE AWARDS .................................................................................................... 21
              Nauman Cheema                  PHOTO FEATURES OF COACHING CONDUCTED BY INSTITUTE OF ACTUARIES OF INDIA
                  Pakistan                       TH   TH
                                             ON 9 – 10 JANUARY 2018 ........................................................................................................................................... 22
      Email: info@naumanassociates.com
                                             INTERACTION WITH CHAIRMAN OF LIFE INSURANCE CORPORATION OF INDIA ........................... 23
               Kedar Mulgund
                   Canada                    AG UPDATE
      Email: kedar.mulgund@sunlife.com       Advisory Group on Health Care Insurance
                                             by Mr. Vishwanath Mahendra ........................................................................................................................................... 26
           T Bruce Porteous
            United Kingdom                   FEATURES
 Email: bruce_porteous@standardlife.com
                                             Introduction to Machine Learnings for Actuaries
                                             by Mr. Suresh Sindhi .............................................................................................................................................................. 27
              Vijay Balgobin
                Mauritius
  Email: vijay.balgobin@sicom.intnet.mu
                                             Digital disruption in BFSI sector
                                             by Prof. Venkatesh Ganapathy .......................................................................................................................................... 30
                Rajesh S
               Singapore                     Unit Linked Insurance Plans (ULIPs) and Mutual Funds – How different are they?
 Email: prasannarajesh30198@yahoo.co.in      by Deepshika Amin & Om Prabhu ................................................................................................................................... 31

            Devadeep Gupta                   CAREER CORNER
               Hongkong                      Star Health and Allied Insurance Co. Ltd ...................................................................................................................... 2
 Email: devadeep.gupta@prudential.com.hk     Principal Global Services ..................................................................................................................................................... 25

                 John Smith
                New Zealand
        Email: johns@fidelitylife.co.nz
                                             Disclaimer : Responsibility for authenticity of the contents or opinions expressed in any material published in this
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        the Actuary India February 2018                                                     03
Ctuary Athe INDIA - the Institute of Actuaries of India
EDITORIAL WRITE-UP

                           Message From The Chief Editor

                                                                            not worth a miss with excellent
                                                                            cultural programs. Further, the
                                                                            beauty of the event was to honour
                                                                            Mr. Liyaquat Khan, Past President
                                                                            of IAI for his immense contribution
                                                                            to the profession. The profession is
                                                                            indebted to the contribution made
                                                                            by him for the evolution of ASI and
                                                                            turning it into a global profession.
                                                                            We from Actuary India, wish him a
                                                                            healthy and pleasant time ahead.

                                                                            The profession is passing through
                                                                            an interesting phase. There are
                                                                            only 24 insurers and only 33 non-
                                                                            life insurers. We have over 375
                                                                            qualified actuaries in India and this
                                                                            number is growing rapidly. This is
                                                                            likely to lead to supply of actuaries
                                                                            non-traditional areas of practice
                                                                            increasing the penetration of the
                                                                            profession into banking,
                                                                            investments, investment banking,
                                                                            wealth management, risk
                                                                            management, data analytics and
                                                                            many more avenues. IAI is working
                                                                            to strengthen its marketing team
                                                                            and taking initiative to target
                                                                            current and potential future
It's indeed extremely refreshing to   Overall it was a successful event     employers to enhance the
catch up through this column after    with lot of applause from             opportunities available to its
the end of the 19 th Global           attendees.                            members.
conference of Actuaries which was
scheduled on 30th-31st January,       The event was attended by over        I firmly believe that some of these
2018. I would like to take this       750 people from all across the        initiatives will lead to generation
opportunity to thank each and         world. The conference was             of fairly good amount of
everyone involved in managing the     attended by delegates from            employment for actuarial students
GCA event and also to those who       actuarial profession in UK, USA,      and qualified actuaries in non-
made the efforts to attend it. The    Australia and many other              traditional areas.
event was very professionally         countries. Chairman from IRDAI
managed. Main attraction of the       and PFRDA addressed the               I look forward to this and with this
event was the large LED screen        delegates. Twenty two sessions        note I will like to sign off now.
which ensured that the text in the    were conducted over a period of 2
presentation was even visible to      years in the area of Life, General,
the audience sitting in the last      Pensions, Investments, data
row. Further, there was significant   analytics, Risks, M&A, IPO and
enhancement in the use of             business management.
technology for quick registration
and simplified check out process.     IAI 2018 AGFA award was an event

 the Actuary India February 2018                        04
Ctuary Athe INDIA - the Institute of Actuaries of India
19TH GCA INTRODUCTORY ADDRESS

 Introductory Address - Mr. Sanjeeb Kumar, President, IAI

Honorable Chief Guest of the          and prestigious flagship event of our    For students and our young actuaries
seminar, Mr T S Vijayan, Chairman     Institute “19th Global Conference        attending the event, let me say that
of IRDAI, Mr V K Sharma, Chairman     of Actuaries”, which brings experts      this is a unique opportunity to
of the LIC of India, CEO of RGA       from various domains from across         prepare themselves for
India, Mr K S Gopalakrishnan and my   the world on a common platform.          opportunities that lie ahead. So the
colleagues from the Institute, Mr R                                            theme of the GCA - “Actuaries –
Arunachalam, Vice President and       The participation of members from        through Crystal Ball” aptly covers
Mr D C Chakraborty, Chair of          global community is especially           it. This is the time to look into the
External Affairs and Research         encouraging as it re-affirms the         future using the crystal ball and be
Committee. I extend warm              confidence & faith that the Global       prepared for challenges and
welcome on behalf of our              Industry has in India, one of the        opportunities ahead,
Institute.                            fastest growing economy of the
                                      world.                                   Actuarial Profession and activities-
Special welcome to distinguished                                               A Repertoire
guests- Mr Nilesh Sathe, Member       Also let me say that it is encouraging
Life, IRDAI; Ms Pournima Gupte,       to see the diversity in the profile of   Let me briefly share some numbers/
Member Actuary, IRDAI, Senior         speakers; diversity in the profile of    statistics:
delegates from IRDAI, CEOs of         delegates; diversity in the areas of
Insurance companies from India and    practices ranging from traditional       § We are old institute as well as new
abroad, my colleagues from the        areas of Life & General Insurance,          Ÿ Old because our foundations set
Council, Current and past             Pension, to emerging areas of Risk,           back in September 1944 when
presidents of actuarial bodies        Data Analytics and business strategy          our erstwhile body, ASI was
attending the event, dignitaries      and innovations where actuaries are           formed.
from overseas and from India, and     expanding into.                             Ÿ We have been the full member
my dear delegates.                                                                  association with the IAA since
                                      I, therefore, believe that it's a             last 38 years.
To all delegates, on behalf of        unique opportunity for all of us to         Ÿ We have quite a few members
Institute, I express my heartfelt     interact, share local and global              who have even completed 50
gratitude for your participation &    knowledge, identify the local &               years of fellow membership
welcome you all to the important      global trends in the industries.

 the Actuary India February 2018                          05
Ctuary Athe INDIA - the Institute of Actuaries of India
§    Introduced new standard -
                                                                                    ACTUARIAL PRACTICE STANDARD
                                                                                    33 – AAs working in General and
                                                                                    Health Insurance

                                                                                § Revised the CoP Guidelines –
                                                                                    effective from new as well as
                                                                                    renewal of CoP effective from
                                                                                    next FY

                                                                                § Seminars and Capacity Building
                                                                                    Programs – 16 programs during last
                                                                                    one year attended by over 1500
                                                                                    delegates excluding GCA event.

                                                                                § 9 Skill development programs for
§ New in the sense that because 94%      employers                                  our students – 9 programs (product
 of members are young and bright                                                    pricing – Trade/ Economic Capital
 students                               Other Activities                            based; Reserving, R Language and
   Ÿ We have total membership of                                                    its application
     8751 of over 8200 students and     § On the regulatory & professional
     160+ Associates. Our Fellow          development front,                    § IAI Office – new building learning
     membership has also increased                                                  and skill developments for our
     to 375 of which 39 qualified       § To strengthen further the actuarial       students and young qualifiers
     during last one year.                services governance, we have              remain key priority for the
                                          strengthened existing APS in              Institute    - Thanks all great
§ We are net exporter of actuarial        Pension and employee benefit              volunteers for supporting the
 services - over 20% of fellows as        valuation area and introduced             above activities.
 well as students work either             from this month a comprehensive
 overseas or sitting in India working     standard “APS 27” in place of
 exclusively for overseas clients/        multiple standard.

 the Actuary India February 2018                           06
Ctuary Athe INDIA - the Institute of Actuaries of India
FROM THE DESK OF EXECUTIVE DIRECTOR

    Actuaries as a Career Option and its Future Prospectus

                                                                                   handsome packages to the good
                                                                                   quality actuarial professionals and
                                                                                   the trend continues.

                                                                                   Actuarial Professionals at national
                                                                                   and international level have
                                                                                   unparalleled advantage in all the
                                                                                   work areas of an Insurance
                                                                                   Company. The following are the
                                                                                   primary but not limited to; Risk
                                                                                   Management; Product design and
                                                                                   Pricing; Managing Policyholders
                                                                                   reasonable expectations relating to
                                                                                   benefits/ bonus distribution, Policy
                                                                                   Illustration, Managing
                                                                                   Investments/ Asset Liability
                                                                                   Management, Actuarial Models
                                                                                   d e v e l o p m e n t , Pr e d i c t i v e /
                                                                                   Stochastic modelling, Information
                                                                                   Technology, New Initiatives,
                                                                                   Compliance, Advice to other
Introduction                              of intense preparation to become a
                                                                                   departments e.g Policy servicing/
The roots of Actuarial Science are        qualified actuary. Any place where
                                                                                   HR (efficiency/employee benefit)/
sprawling to year 1613 when a book        risk and uncertainty exists,
                                                                                   IT, Valuation of Liabilities;
on compound interest was published        irrespective of its financial or other
                                                                                   Solvency Maintenance, mergers
by Richard Witt, hence can be             nature, actuaries have a big role to
                                                                                   and acquisition, analysing the
considered as one of the oldest           play. However, due to clustering of
                                                                                   business parameters/experience
profession in the world; however the      financial risk in the business of Life
                                                                                   e.g persistency, claims, expense
awareness about Actuarial Science or      Insurance, General Insurance,
                                                                                   management, Shareholders' and
Actuarial profession continue to be       Health Insurance, Reinsurers,
                                                                                   regulatory reporting, Insurance
limited, most of the time within the      Pensions and financial investments,
                                                                                   E d u c a t i o n a n d Tr a i n i n g
contours of high level financial          actuaries are more preferred to be
                                                                                   Reinsurance treaty maintenance,
professionals. This limited awareness     employed in Insurance and credit
                                                                                   Underwriting, ETC
is not limited to India but across        risk and Wealth management
globe.                                    companies. Other areas include
                                                                                   Actuaries and Nation Building
                                          banking, stock markets, financial
                                                                                   The Actuaries' role was felt by the
The importance of actuarial science       product brokers and valuation of
                                                                                   country when Actuaries touched
can be judged by the fact that there      employee benefits. The data science
                                                                                   the lives of Government, Public and
are number of qualified actuaries and     is the new area where actuaries and
                                                                                   Private sectors' employees and
actuarial students pursuing Actuarial     actuarial students has natural
                                                                                   their family members by designing
Science are also from other               inclination to excel. .
                                                                                   and setting up and managing the
professions like CA, MBAs from IIMs,
                                                                                   Gratuity schemes under payment
Statisticians from ISIs, Intellectuals    During nationalisation of insurance,
                                                                                   of gratuity act 1972 and
from IITs and also from many              LIC of India was the major employer
                                                                                   superannuation schemes. The
prestigious engineering colleges and      of actuarial personnel and the
                                                                                   Actuaries are helping in managing
universities. The salaries match to       prominence and recognition of
                                                                                   the Government of India (GoI)
any best in the industry.                 actuaries were apparent when most
                                                                                   initiatives in providing the
                                          of its Chairpersons were Actuaries.
                                                                                   insurance coverage to masses
The career graph of Actuaries has         There was a sharp demand and
                                                                                   under Pradhan Mantri Suraksha
been fairly long and steep upward         supply gap existed for actuarial
                                                                                   Bima Yojana, Pradhan Mantri Jan
moving in nature; the dedication,         personnel once insurance sector was
                                                                                   Dhan Yojana and Aam Admi Bima
sacrifice and hard work to be             opened up for the private players in
                                                                                   Yojana for BPL families, Universal
invested for an average of 6 to 7 years   the year 2000. The market offered

 the Actuary India February 2018                             07
Ctuary Athe INDIA - the Institute of Actuaries of India
health insurance schemes for APL           professions say- medicine,                     in planning and annual budget.
families, Jan Arogya policy, Janata        engineering and space science.                 Hence no dearth of employment
Personal Accident schemes, the             Actuarial Science is no exception.             opportunities for actuaries.
students' safety, Ashraya Bima             However, the fact remains that the
yojana, Rural and Agriculture              development in science has helped              Actuarial Education
Insurance, Swavalamban, etc.               Actuaries to get better information            Currently the ACET (Actuarial
                                           to do their work.                              Common Entrance Test) is the entry
Actuaries helped by designing and                                                         gate to get eligibility to write
managing the plans for small and           Even today in traditional actuarial            actuarial examination in India. A
large scale businessmen to carry on        areas there are some jobs done in              student who is good in English,
their businesses. The Bankers'             limited way. In Life Insurance, the            Mathematics and Statistics with +2
indemnity policy helps control the         Group Insurance is an area where               level can clear the ACET, though
risks of looting and fraud. LPG has        schemes membership ranging to 10 K             the entrance examination is not
reached to door steps of poor. LPG         and above, there is no concrete                limited to only science stream
dealers ensure the regular supply and      information on attrition rates. There          students. Students study financial
so their safety net is of utmost           are number of other studies                    mathematics, finance and its
importance. Multi- Peril policy for        undertaken in Life Insurance; similar          reporting, probability and
LPG dealers is in place. Meritorious       studies need to be undertaken in               mathematical statistics, statistical
sports winners at Olympics and Asian       General Insurance and Health                   methods, create models-
Games and Artists schemes provide          Insurance areas. The Appointed                 deterministic and stochastic, their
pension and insurance coverage to its      Actuary (AA) system is well                    documentation analysis and
members.         SEWA is providing         established in Life Insurance                  reporting, life, health and other
insurance and health insurance with        business and at the same length and            contingencies depending on
help of insurers and actuaries to their    breadth the AA system need to be               survival or happening of some
members. Similarly the social              established in Health and General              event, Business Economics
schemes are in place for beedi             Insurance Industry.                            including but not limited to
workers, carpenters, brick kiln                                                           developing the behaviour of
workers, fishermen, cobblers,              T h e Po s t a l L i f e I n s u r a n c e ,   interest rates, financial economics
handicraft artisans, hamals, rickshaw      Agriculture Insurance Company, ESI,            and general business. All these
pullars, bidi patta collectors,            ECGC and IMGC type organisations,              important aspect of risk
handloom and khadi weavers, leather        actuarial departments are yet to be            management and modelling are
and tannery workers, lady tailors,         strengthened in order to bring in              included in the first 9 examinations
physically handicapped self -              professional quality and standards             called Core Technical (CT). Under
employed persons, papad workers,           for better corporate governance.               Core Applications (CA) leveL, two
rickshaw pullers and auto drivers,                                                        practical examinations of intense
primary milk producers, salt growers,      The need of expertise of actuarial             nature tests the modelling and
safari karmcharies, tendu leaf             professionals has also been felt in            communication skills of the student
collectors, seri culture (silk farming),   organizations which deal in long               along with an extensive paper on
forest workers, power loom workers,        term finances. Actuaries can be                Actuarial Risk Management. At
toddy tapers, hilly area women etc.        useful in assessing the risks and              Specialist Technical (ST) and
                                           quantifying those risks. In Banks, for         Specialist Applications (SA) levels
Insurance sector manages these             example in managing credit risks,              the principles introduced at CT and
schemes and Actuaries role is pricing      asset liability management and also            CA level are applied at high levels.
the product, to ascertain the funds        analysis of the non-performing assets          The ST and SA level examinations
needed, analyse the experience,            in line of persistency analysis in             offer choice to a student as to what
keep reserves, monitoring                  insurance companies will change the            areas he/she can choose for the
experience of scheme/products,             perception of banking if actuaries             career, viz., life insurance, general
maintaining solvency and assessing         are involved. There are many such              insurance, pensions and other
sustainability in longer run and           scenarios in the market where                  employee benefits, investment and
ascertain when GoI support needed.         actuaries have a big role. The market          Risks. Students are trained in
                                           may utilise Actuaries and other                general business management
Future Prospects for the Actuarial         actuarial professional services for            though the actual experience they
personnel                                  their financial management. The                gain once in the real world. The
The development in artificial              insurance sector shall see the risk            Institute of Actuaries of India (IAI)
intelligence, genetic engineering,         based capital regime and there                 is the only Institute established
super computers, power of analyzing        would be need of more actuarial                under Actuaries Act 2006 which
huge data and information spread on        personnel in traditional insurance             regulates the Actuarial Profession
social media, robotics etc, have           and pension areas. Government of               in India. The readers may visit IAI
raised questions on existence of           India also utilise services of actuaries       web-site www.actuariesindia.org.

 the Actuary India February 2018                                 08
Ctuary Athe INDIA - the Institute of Actuaries of India
Ctuary Athe INDIA - the Institute of Actuaries of India
PRESS COVERAGE

                          th
                     19 Global Conference of Actuaries

Press Coverage published in print and online media as on date 1st February 2018
PRINT COVERAGE

Publication: Financial Express
Date: 31 January 2018
Headline: IRDA for more players in general insurance, to give new licenses
Page No.: 11

the Actuary India February 2018                     10
Publication: Asian Insurance Post
Date: 30 January 2018
Headline: Life insurance industry premium inflows at 6 Lakh crore, assets touch ` 35 Lakh cr in 2017:
IRDAI Chief
Link: http://www.asiainsurancepost.com/life-news/life-insurance-industry-premium-inflow-
exceeds-6-lakh-crore-assets-touch-rs-35-lakh-cr-2017irdai-chairman

Life insurance industry premium inflows at ` 6 Lakh
crore, assets touch ` 35 Lakh cr in 2017 : IRDAI Chief
Vijayan who is retiring in February 2018 considers improving insurance
penetration as an unfinished agenda in his tenure. Considering there is less
than 3 per cent penetration in India and almost 7 per cent globally, it indicates
a huge potential for Insurance in the coming years. We have seen insurance
penetration go up, especially with schemes like Fasal Bima Yojana, Jeevan
Jyoti Bima Yojana and Suraksha Bima Yojana. But it is still very low, especially
in the general insurance sector and still has a lot of area to cover,”
Jan 30, 2018 Indian News >> Life-News Source: AIP News Bureau

       (L to R) K.S. Gopalakrishnan, CEO RGA India, T S Vijayan, Chairman, IRDAI at the
                 th
               19 Annual Global Conference of Actuaries on Tuesday in Mumbai.

Mumbai:
TS Vijayan, chairman, IRDAI has said the Indian lfe insurance industry has mobilised ` 6 lakh crore
premium and its assets have touched ` 35 lakh crore in 2017.

the Actuary India February 2018                          11
The Indian life insurance industry recorded a premium income of ` 418476.62 crore during 2016-17 as
against ` 366943.23 crore in the previous financial year, registering a growth of 14.04 percent (11.84
percent growth in previous year).

Vijayan who is retiring in February 2018 considers improving insurance penetration as an unfinished
agenda in his tenure. Speaking to reporters on the sidelines of the two-day Annual Global Conference of
Actuaries (GCA) on Tuesday in Mumbai, Vijayan said that while penetration is improving, they is a lot of
room for improvement.

“Considering there is less than 3 per cent penetration in India and almost 7 per cent globally, it indicates
a huge potential for Insurance in the coming years. We have seen insurance penetration go up, especially
with schemes like Fasal Bima Yojana, Jeevan Jyoti Bima Yojana and Suraksha Bima Yojana. But it is still
very low, especially in the general insurance sector and still has a lot of area to cover,” he said.

Talking about the other upcoming challenges for the industry, Vijayan pointed out that it would be the
movement of the insurance sector into the new International Financial Reporting Standard (IFRS)
standards. Apart from this, he said that technology could bring about sweeping changes to the industry
and that they should be equipped to deal with it.

“Some discussions were going on consolidation, but no such proposal has been taken as yet. Few licenses
are pending with us in non-life, health and reinsurance. But I can't tell you the Number,” he said..

Speaking on the conference, GCA Organizing Group Chairperson, Kailash Mittal said, “The Indian
insurance market is slowly reaching an excellent balance between open market competition and
regulatory control. This move has helped equip the actuarial sector in India to implement practical
approach to systems like product design and pricing, sensible policyholder protection rules, minimum
training and licensing requirement for agents, maximum commission levels, valuation regulations and
minimum solvency margins etc.”

Among the key points discussed at the two-day conference are: Digital transformation of Insurance
Experience, Strategy and analytics in Insurance.

                                        FAREWELL
                                        Nirmala Mudliyar had been a part of IAI family
                                        for more than Five years. She had been working
                                        as Sr. Executive- Examination. During her
                                        tenure in IAI, she was found very sincere,
                                        hardworking and cooperative with each one.
                                        We wish her great success and happiness for her
                                        future ahead.

the Actuary India February 2018                       12
Publication: financialexpress.com
Date: 31 January 2018
Headline: IRDA for more players in general insurance, to give new licenses
Link: http://www.financialexpress.com/market/irdai-for-more-players-in-general-insurance-to-
give-new-licences/1037098/lite/

Irdai for more players in general insurance, to give new
licences
Even as life as well as non-life insurance industry have registered positive growth in the last few years, a
lot needs to be done, especially in the general insurance space, insurance regulator Irdai said on
Tuesday.

By: FE Bureau
January 31, 2018 4:20 AM

In order to further boost the insurance sector, the Insurance Regulatory and Development Authority of
India (Irdai) is set to give new licences to various players in non-life, health and re-insurance.

Even as life as well as non-life insurance industry have registered positive growth in the last few years, a
lot needs to be done, especially in the general insurance space, insurance regulator Irdai said on
Tuesday. In order to further boost the insurance sector, the Insurance Regulatory and Development
Authority of India (Irdai) is set to give new licences to various players in non-life, health and re-
insurance. “Today compared to many other countries, our penetration as well as growth is good. But a
lot needs to be covered, especially in the general insurance sphere. The penetration can be much
higher than the current level,” Irdai chairman TS Vijayan said at the 19th Annual Global Conference of
Actuaries on Tuesday. Vijayan also added that many people came under under Pradhan Mantri Fasal
Bima Yojana (PMFBY) and Pradhan Mantri Jeevan Jyoti Yojana (PMJJY) and this itself shows that there is
demand for insurance and right products like this should contribute to the growth of the sector.

This year, only life insurance has seen ` 35 lakh crore asset and ` 6 lakh crore premium

the Actuary India February 2018                        13
Publication: Moneycontrol.com
Date: 30 January 2018
Headline: Tech changes biggest challenge for insurance industry, says, Irdai chairman TS Vijayan
Link: http://www.moneycontrol.com/news/business/tech-changes-biggest-challenge-for-insurance-
industry-says-irdai-chairman-ts-vijayan-2495329.htm

Jan 30, 2018 10:05 PM IST | Source: PTI

Tech changes biggest challenge for insurance industry,
says, Irdai chairman T S Vijayan
Faster changes taking place in the world of technology and new capital
standards are going to be major challenges for the insurance industry going
forward, Irdai chairman TS Vijayan today here said.

                                                                               Faster changes taking place
                                                                               in the world of technology
                                                                               and new capital standards
                                                                               are going to be major
                                                                               challenges for the insurance
                                                                               industry going forward, Irdai
                                                                               chairman TS Vijayan today
                                                                               here said.

                                                                               "The way the capital is going
                                                                               to run is going to affect the
                                                                               industry. The challenge for
                                                                               the insurance profession will
                                                                               be the changes in the
                                                                               technological environment.

"Adoption of new capital standards and adoption of new technology are going to be major challenges for
                                                    th
the insurance industry," Vijayan told the two-day 19 annual global actuaries conference here.

India Union Budget 2018-19 Live: News, updates and highlights from FM Arun Jaitley's Budget 2018 speech,
announcements

The insurance regulatory and development authority chairman further said, the main duty of an actuary
is to maintain solvency for the insurer at all times while staying within the domestic and international
best practices.

"Analysis of the current data leading to projections for future makes this conference a platform truly
looking through the crystal ball. This year, only life insurance has seen ` 35 trillion asset building and ` 6
trillion premium has been collected.

"That there is only under 3 per cent insurance penetration in the country against the global average of
almost 7 per cent, indicates the huge growth potential for the sector in the coming years in the country,"
the chairman added.

the Actuary India February 2018                        14
Publication: Moneycontrol.com
Date: 30 January 2018
Headline: Improving penetration remains unfinished agenda: IRDAI chairman T S Vijayan
Link: http://www.moneycontrol.com/news/business/economy/improving-penetration-remains-
unfinished-agenda-irdai-chairman-t-s-vijayan-2495155.html

Jan 30, 2018 08:00 PM IST | Source: Moneycontrol.com

Improving penetration remains unfinished agenda:
IRDAI chairman T S Vijayan
Insurance penetration in India rose to 3.49 percent from 3.40 percent in Fy17
Moneycontrol News@moneycontrolcom

Insurance Regulatory and Development Authority of India (IRDAI) chairman T S Vijayan who is retiring in
February 2018 considers improving
insurance penetration as an
unfinished agenda in his tenure.
Speaking to reporters on the
sidelines of the Annual Global
Conference of Actuaries in
Mumbai, Vijayan said that while
penetration is improving, they is a
lot of room for improvement.

“ We h a v e s e e n i n s u r a n c e
penetration go up, especially with
schemes like Fasal Bima Yojana,
Jeevan Jyoti Bima Yojana and
Suraksha Bima Yojana. But it is still
very low, especially in the general
insurance sector and still has a lot
of area to cover,” he said.

Insurance penetration, which is
measured as a percentage of premiums to gross domestic product (GDP), rose to 3.49 percent from 3.40
percent in FY17, according to a report by global reinsurer Swiss Re. Life insurance penetration stood at
2.72 percent while general insurance penetration stood at 0.77 percent.

India Union Budget 2018-19 Live: News, updates and highlights from FM Arun Jaitley's Budget 2018 speech,
announcements

Insurance density or the premium per capita stood at USD 59.7 in India in FY17. The average for Asia stood
at USD 343.1 while the global average was USD 638.3.

the Actuary India February 2018                        15
Publication: Indilens.com
Date: 30 January 2018
Headline: Improving penetration remains unfinished agenda: IRDAI chairman T S Vijayan
Link: https://indilens.com/472062-improving-penetration-remains-unfinished-agenda-irdai-
chairman-t-s-vijayan/

Improving penetration remains unfinished agenda: IRDAI
chairman T S Vijayan

Publication: Safaqana.com
Date: 30 January 2018
Headline: Improving penetration remains unfinished agenda: IRDAI chairman T S Vijayan
Link: https://www.google.co.in/url?sa=t&source=web&rct=j&url=http://in.shafaqna.com/EN/065
44365&ved=2ahUKEwj2qMf9m4HZAhVBPY8KHePjAdEQFjAFegQIAxAB&usg=AOvV aw3hnGMLdhwfQ9BT
QokoAidz

the Actuary India February 2018               16
Publication: outlookindia.com
Date: 30 January 2018
Headline: Tech changes biggest challenge for insurance industry: Vijayan
Link: https://www.google.co.in/amp/s/www.outlookindia.com/newsscroll/amp/tech-changes-
biggest-challenge-for-insurance-industry-vijayan/1242325

THE NEWS SCROLL

30 JANUARY 2018 LAST Updated at 8:39 PM

Tech changes biggest challenge for insurance industry:
Vijayan

Mumbai, Jan 30 Faster changes taking place in the world of technology and new capital standards are
going to be major challenges for the insurance industry going forward, Irdai chairman TS Vijayan today
here said.

"The way the capital is going to run is going to affect the industry. The challenge for the insurance
profession will be the changes in the technological environment.

"Adoption of new capital standards and adoption of new technology are going to be major challenges for
the insurance industry," Vijayan told the two-day 19th annual global actuaries conference here.

The insurance regulatory and development authority chairman further said, the main duty of an
actuary is to maintain solvency for the insurer at all times while staying within the domestic and
international best practices.

"Analysis of the current data leading to projections for future makes this conference a platform truly
looking through the crystal ball. This year, only life insurance has seen ` 35 trillion asset building and ` 6
trillion premium has been collected.

"That there is only under 3 per cent insurance penetration in the country against the global average of
almost 7 per cent, indicates the huge growth potential for the sector in the coming years in the
country," the chairman added.

the Actuary India February 2018                        17
th
Photo features of 19 Global Conference of Actuaries

the Actuary India February 2018        18
the Actuary India February 2018   19
Publication: Indiatoday.in
Date: 30 January 2018
Headline: Tech changes biggest challenge for insurance industry: Vijayan
Link: https://www.google.co.in/url?sa=t&source=web&rct=j&url=https://www.indiatoday.in/pti-
feed/story/tech-changes-biggest-challenge-for-insurance-industry-vijayan-1157789-2018-01-
30&ved=0
ahUKEwiomMT9moHZAhVEMY8KHR22AWwQqQIIIygAMAA&usg=AOvVaw2hS_De2hGou59tMU8hFci8

Tech changes biggest challenge for insurance industry: Vijayan
PTI January 30, 2018/ UPDATED 20:45 IST/

Mumbai, Jan 30 (PTI) Faster changes taking place in the world of technology and new capital standards
are going to be major challenges for the insurance industry going forward, Irdai chairman TS Vijayan
today here said.

"The way the capital is going to run is going to affect the industry. The challenge for the insurance
profession will be the changes in the technological environment.

"Adoption of new capital standards and adoption of new technology are going to be major challenges for
the insurance industry," Vijayan told the two-day 19th annual global actuaries conference here.

The insurance regulatory and development authority chairman further said, the main duty of an actuary
is to maintain solvency for the insurer at all times while staying within the domestic and international
best practices.

"Analysis of the current data leading to projections for future makes this conference a platform truly
looking through the crystal ball. This year, only life insurance has seen ` 35 trillion asset building and ` 6
trillion premium has been collected.

"That there is only under 3 per cent insurance penetration in the country against the global average of
almost 7 per cent, indicates the huge growth potential for the sector in the coming years in the country,"
the chairman added. PTI SM BEN

This is unedited, unformatted feed from the Press Trust of India wire.

Publication: Newsboss.in
Date: 30 January 2018
Headline: Improving penetration remains unfinished agenda: IRDAI chairman T S Vijayan
Link: https://www.google.co.in/url?sa=t&source=web&rct=j&url=http://newsboss.in/ly/Rt7w32/
Improving-penetration-remains-unfinished-agenda-IRDAI-chairman-T-S-Vijayan&ved=2ahUKEwj2qM
f9m4HZAhVBPY8KHePjAdEQFjAGegQIBRAB&usg=AOvVaw1CIVugoJxUOrJGhdm0w1-L

the Actuary India February 2018                        20
BEST ARTICLES & REPORTAGE
                                         AWARDS FOR THE YEAR 2017

                                   ST
                              1 BEST ARTICLE AWARD
                                  Implementing an internal model for
                                  Economic Capital
                                  - Nasrat Kamal

                                               ND
                                              2 BEST ARTICLE AWARD
                                              A Valuable Proposition
                                              - Joanne Buckle and
                                                Neha Taneja

                                  ST
                              1 BEST REPORTAGE AWARD
                                    th
                              28 India Fellowship Seminar
                              - V Subbulakshmi

                              2ND BEST REPORTAGE AWARD
                              10th Seminar on Current Issues on Health
                              Insurance
                              - Manish Singh

the Actuary India February 2018               21
Photo Features of Coaching conducted by Institute of Actuaries of India
                                   R - LEVEL II TRAINING
                                   TH     TH
                                  9 - 10 JANUARY 2018

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the Actuary India February 2018                                             22
INTERVIEW

                           Interaction with Chairman of
                       Life Insurance Corporation of India

Introduction-Journey to the most
coveted position in LIC

Shri Vijay Kumar Sharma took
charge as Chairman of Life Insurance
Corporation of India on 16 t h
December, 2016. Prior to his taking
over as Chairman, he was Chairman
(In charge) from 16th September, 2016
and Managing Director from 1st
November, 2013. From December
2010 to November 2013, he was
Managing Director & CEO of LIC
Housing Finance Ltd., a premier
housing finance company in the
country which is listed in NSE, BSE &
Luxembourg Stock Exchange. Shri
Sharma has held various challenging
assignments pan India and in all
operational streams including in-
charge positions at different levels.
Working across the length and             quality and perfection, which            successful in all the situations. I
breadth of the country has added          becomes a weakness. But I have to        would like to put the three turning
immensely to his experience and           live with it.                            around points in my life which gave
honed his understanding of                                                         me the strength to serve people –
demographics of the country, socio-                                                (i) challenge to lead Southern Zone
                                          2. What different activities than
economic needs of different regions                                                of Life Insurance Corporation of
                                          life insurance you are interested
and multi-cultural challenges in                                                   India covering Tamilnadu, Kerala
                                          in?
implementation of Corporate                                                        and Pondicherry as Zonal Manager
objectives.                                                                        where neither I have worked nor I
                                          All along my life – when I was a
                                          student, I used to dream about so        had the strength of language or
1. Your strengths and weaknesses?                                                  knowledge of people and the Zone
                                          many things including planet earth
                                          green cover (conservationist),           was under morass of continuous de-
By destiny, it is an excellent match of   planting as many trees as I can          growth of six quarters and all
Organisation's value and culture,         (forestry) and many more things.         industrial unrest associated with it.
with my personal values and beliefs.      After joining LIC, I have been eating,   The turn around came in two years
I consider it as the biggest strength.    breathing and living life insurance      and it became No. 1 zone in the
My trust on people and their intuitive    24*7. However, I have kept a passion     country by November 2010; (ii)
response towards me has also been         of gardening, listening music, yoga      taking over of LIC Housing Finance
one of the major source of my             and prayers which is continuing with     Ltd. at 24 hours notice in the most
strength. My passion to serve people      me till date.                            challenging circumstances of
at large has helped me to fit in the                                               negative media glare and intense
Organisation and grow along with it.                                               scrutiny by Regulator & CBI, and
                                          3. What was the biggest challenge        within three years time, the
                                          you faced in life?                       Company came out like a pure
I am candid enough to accept that I
am also like any ordinary person who                                               Gold and won the best Housing
                                          When I look back to my professional      Finance Company Award; (iii) being
has many weaknesses. With respect
                                          journey all along, I have been           given the responsibility of leading
to the Organisation in particular, I am
                                          branded as the “crisis manager” pan      Life Insurance Corporation of India
very impatient in the matter of
                                          India across all the jobs. I am          in difficult circumstances with a
delivering all results and timeline.
                                          thankful to people who have been         challenge to put it back on growth
Many a times, I feel being stickler to
                                          with me and who have made me

 the Actuary India February 2018                             23
path and re-establish its market           7. How do you see actuaries              services sector wherein every
leadership.                                taking Business roles in Life            segment is doing everything,
                                           insurance companies? What                keeping the differentiation as a
I cannot claim how I have done, but I      values can they add to the               segment – is one of the biggest
am happy that we have been fairly          business in the area of Sales and        challenge to life insurance now.
successful in getting love and             Marketing?                               Equally challenging for life
appreciation all round.                                                             insurance industry is to stay
                                           Actuaries with their keen analytical     relevant and significant to the
Profession                                 thinking and statistical skills may      society particularly in the mind
                                           foresee    business opportunities in     space of younger generation. For
                                           the markets resulting from changes       this, Insurers need to evolve and
4. How is your typical day in the                                                   combine a recalibrated distribution
office?                                    in economic landscape, geopolitical
                                           shifts, new technologies, shortened      system, adapt technology that will
                                           product life cycles, cross-cultural      reach out to people and improve
Equally distributed among people,          communications and changing              the qualitative aspects of products
files and strategy lab.                    consumer behaviour. This will help       and services. Other challenges
                                           us align our corporate strategy          include competition with mutual
5. How do you value actuaries in           accordingly for long-term success in     funds and declining and aging
your organization?                         the global marketplace.                  agency force.

As an Organisation, we are proud that      8. How do you see employment             1. What trends do you see for
it could be built on such a sound          opportunities for our members,           this industry in the next 3 to 5
footing due to the contribution of our     including student members in all         years?
Actuaries in the past. LIC has been        functional areas of LIC?
blessed as it has many Actuaries not                                                I have been talking on public
only in actuarial position, but other      The opportunity is huge. There will      platforms that coming decade is
areas of operations as well including      always be need for actuarial             going to be very positive for
the highest position. Many of them         professionals in every segment of        insurance business – be it Life,
have left the Organisation for quite       Insurance business. Actuaries are        General or Health. It will be led by
sometime. Therefore, a culture is          valued for their expertise in            products, technology and
built wherein the appreciation of          identifying behavior and attitude in     distribution capability of the
specialized knowledge, talent              matters related to money                 companies.
development          and providing         management, planning for future
conducive environment for their            and choosing of products. And using      2. What market share do you see
growth and development. We have            this expertise in designing the          the private sector players
conscious policy of exposing out           products for any company is              having in ten years' time?
actuarially qualified people to            definitely the need of the hour.
different areas of operations
including marketing and investment                                                  In a country where hardly 10% of
so that they can be groomed to the         This will surely be a deciding factor    the population is covered and less
leadership position for the industry.      for life insurance companies to          than 3% are covered adequately, it
                                           engage people in sales and               is meaningless to talk about market
                                           marketing roles and leading from the     share. The potential of insurance
6. What impact do actuaries have           front to generate business.              market of India is so huge that
on consumers and society? What                                                      there is a space for many more
should they do to connect with                                                      companies to operate and succeed.
the society?                               LIC is regularly and actively
                                           absorbing people with actuarial skills   The insurable population is
                                           at different levels. It will continue    expected to be 750 million by 2020
Actuaries are very vital component         to do so more in view of the turn        and life insurance coverage is
for long term financial stability in the   around of insurance sector and the       barely defined as 30-35% of
global and national economy. Their         future growth of business in medium      insurable population. The market is
ability to visualize and guide for long    and long term.                           going to expand substantially due
term future risk management is                                                      to growing awareness, Government
critical for insurance companies in                                                 initiatives, higher literacy and
particular and the financial system in     Insurance Industry in India
                                                                                    competitive market play. We, in
general. They are also able to create                                               LIC are preparing ourselves to keep
hope for the future and aspirations        What do you feel as the biggest          the leadership sustained.
for risk averse segment of the society.    challenge of life insurers now?
                                                                                    Having said that, there is a very
                                           In the mix up of entire financial

 the Actuary India February 2018                              24
bright future for the new insurance     4. What do you think are the           5. How do you plan to meet the
companies who are serious players.      strengths of Indian Insurance          future challenges and
                                        Industry?                              opportunities in the Insurance
3. What do you believe are the                                                 industry?
inefficiencies in the insurance         Deeper and Mature insurance sector
industry? How do you think such         will stimulate economic growth and     Our records of six decades show that
inefficiencies can be overcome?         facilitate savings which will be       we have time tested blueprints for
                                        made available for investments in      achieving excellence in
We do have a strong foundation as       various sectors. So the role of the    performance. But having said that,
far as insurance industry is            insurance industry is multi pronged.   we are aware that in today's fast
concerned. However, one has to          It reaches out to the individual       changing environment, what worked
keep in mind the changing dynamics      financial security as well as social   in the past may not be sustainable in
of the customer base, their needs       and economic growth of the             the future. What we need are ground
and a new approach to tap them.         country.                               breaking innovations to lead us on
                                                                               the path to excellence, a need for
Technology has always been an           I would say that we have a very        disruptive innovations as a means to
important link in the evolution of      strong foundation as far as            justify the end of achieving
the industry; we have to be sensitive   insurance is concerned but we have     excellence in performance.
to the peculiar nature life insurance   to expand our reach beyond the
in particular. Human touch in life      realms of pure profitability. If the   If we just move with times, hold on to
insurance industry cannot be            last person has access to insurance    our customers and add the new ones,
eliminated but it has to be highly      and is secured, then we have a         build a sturdy dedicated
skilled and customer oriented now. I    secure society and a secure country    administrative and marketing
would say it's an ongoing process and   financially to a great extent. And     personnel team and be ahead of
disruptions do lead to innovations.     this responsibility has to be shared   technology curve, there is no
                                        among all the players.                 stopping us, say for another 60 years.

 the Actuary India February 2018                           25
AG UPDATE

                            Advisory Group on Health Care Insurance

Health Insurance in India is growing                             a proposal to organise five-day                                     and improvement to existing
at a healthy rate of 25% year-on-year.                           seminar to impart training to fresh                                 products by adding innovative
This growth rate is expected to                                  actuarial students covering practical                               features. We make sure that in
continue for many more years                                     aspects of actuarial domain to help                                 every seminar few sessions are
because the penetration of voluntary                             them rise the learning curve fast.                                  dedicated to innovation.
individual health insurance products
is still abysmally low when compared                             Currently Health Care Advisory                                      Apart from all positives, industry is
to other developed countries. The                                Group is also working on two                                        also facing few challenges, like
number of Standalone Health                                      technical papers. Topic of first paper                              high cost of distribution,
Insurance Companies is also on the                               is to propose a detailed methodology                                unsustainable loss ratio of group
rise and lot of new players have                                 to compute Medical Inflation Index.                                 health, high management
evinced interest in this growing but                             Once Medical Inflation Index is in                                  expenses, etc. As Health Care
still under-penetrated segment. As                               place it can be used in many areas                                  Advisory Group we have raised such
per latest Annual Report of IRDAI                                including but not limited to premium                                issues at appropriate forum and
there are some 3.2 Crore members                                 adjustment. Second topic is to cover                                suggested ways to deal with them
who are covered by voluntary                                     technical aspects of Health Saving                                  in the past and would like to
individual health cover and these are                            Account (HSA). This is a very                                       continue doing this in future.
almost evenly split between                                      successful product globally and given
individual and family floater sum                                the saving bent of mind of Indian                                   There are lot of disruptive business
insured policies. Given India's                                  population it can be even more                                      models emerging around us in all
population this number seems to be                               successful in India. This may also                                  industries using digitisation and we
miniscule and there is so much                                   help in increasing penetration of                                   feel that we can take some learning
potential for this to grow further.                              health insurance in India.                                          from there to overcome some of
Advisory Group on Health Care                                                                                                        our challenges, like, cost of
Insurance of Institute of Actuaries of                           Another important feature of Health                                 distribution and high management
India is involved in number of                                   Insurance Industry in India is product                              expense. We would like to engage
activities to help promote Health                                innovation. In last few years,                                      more in this aspect in future.
Insurance. We have recently                                      Industry has seen many new products
organised two-day seminars on
Capacity Building and Current Issues                                                                              About the Author
in Health Insurance in Gurgaon. Both
the seminars were taken very well by
the audience and basis the success of
the event it was decided to organise
                                                                            Mr. Vishwanath Mahendra
one full day workshop dedicated to                                          Chairperson, Advisory Group on Health Care Insurance

the pricing of health insurance
products. Apart from this there is also

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 the Actuary India February 2018                                                                26
FEATURES

            Introduction to Machine Learnings for Actuaries

Introduction                               systematically in our database.         increases.
When we are born, sensors of our           Thanks to the advanced
body- eyes, ears, nose, tongue, and        development of computer                 Following are broad steps which
nerves—are continuously battered           technology.                             are followed in Machine Learnings:
with raw data that our brain
translates into sights, sounds, smells,    In this article, we are going to        (i)     First step is to train the
tastes, and textures. Using                understand about Machine                machine based on available data.
communication, be it verbal or non-        Learnings, types of machine             Now available data can be
verbal, we are able to share these         learnings and application of machine    partitioned as-training dataset and
experiences with others.                   learnings in insurance and actuarial    test dataset.
                                           context.
We, first observe the events, receive                                              (ii) Suitable model is adopted
the raw information and data; then         What is Machine Learning?               based on various features
we record these in our brain. Our          Machine Learning is the field of        embedded within training dataset.
brain processes this raw data and          study, where sophisticated computer
instructs us to take an appropriate        algorithms are developed for            (iii) Then adopted       model is
action. At the end, we take action         transforming data into intelligent      checked    on test data set for
and closely watch the implication of       action.                                 comparing predicted outcome from
our action. This brings us more                                                    the model with reference to actual
insight; we start learning more,           In other words, Machine Learning        outcome available in the test data
become smarter. Also we refine and         teaches computers (or machines) to      set.
enhance our thinking process before        do what comes naturally to the
taking appropriate action on similar       minds of human beings; learn from       (iv) If predicted outcomes are
type of circumstances next time. It is     experience. In other words, machine     satisfactory (based on various
said that 'We learn more when we fail      learnings algorithms use                statistical test, we can check
more number of times'.                     computational methods to “learn”        whether model is satisfactory or
                                           information directly from data          not) for the test dataset, then we
This is analogy with our Actuarial         without relying solely on a             can adopt the same model for the
Control Cycle-Specify the Problem,         predetermined equation as a model.      new set of data for prediction of
Develop the Solution and Monitor the                                               outcome from those data.
Experience in the context of the           The algorithms adaptively improve
general economic and commercial            their performance as the number of      Process flow of Machine Learning is
environment along with                     samples available for learning          depicted in the following diagram:
professionalism.

A classic example is when a baby is
small, she does not know the dangers                                       Training DataSet
of fire. First time, she puts her finger
boldly into it, experiences the
burning sensation and immediately
removes her finger. Moreover, her
brain stores this information and
trains her that next time she should
                                                                          Machine Learning
be careful and not be putting her                                            Algorithms
finger into the fire. That means, baby
has learned with experience that fire
is dangerous and now she is able to
take decision of not putting her
finger if she sees any fire.
                                                 New Dataset                  Model                   Prediction of
Today we are able to record, store                                                                      Outcome
and process millions of observations

 the Actuary India February 2018                               27
Application of Machine Learning
Machine learning algorithms discover
                                                                                 Machine
data patterns that generate insight
                                                                                 Learning
and help to make better decisions
and predictions.

They are used to make critical
decisions in medical diagnosis,
algorithmic trading, energy
                                                           Supervised                       Unsupervised
production, purchasing behaviour of                         Learning                          Learning
customers, credit scoring, detection
of cancer tumour,      discovery of
drugs, automotive, aerospace,
prediction     loan default, image
processing etc.

In insurance context also, we can see      Regression                   Classification        Clustering
many applications of machine
learning such as

1. Predicting the persistency rates of
   a life insurance policies
                                             Linear                       Nearest             K means
                                           Regression                    Neighbour           Clustering
2. Prediction of mortality and
   morbidity rates based on various
   factors such as policyholders'
   behaviour in terms of age, gender,
   eating habits, level of exercise,
   occupation, income level, social
                                            Regression                                        Gaussian
   habits etc.                                                           Naive Bayes
                                                                                              Mixture
                                              Trees

3. Predicting the heart attack cases
   of insured life in the next one year
   say for the Health Insurance
   Companies.
                                           Model Trees                  Decision Trees      Hidden Markov
4. Identifying and separating the                                                               Model
   most important factors in the
   mortality and morbidity study and
   taking appropriate underwriting
   decisions based on emerging
   experience.
                                           Ensemble                      Discriminant        Hirarchical
                                            Methods                        Analysis
5. Detecting the fraudulent claims
   and drivers behind the fraud.

6. Estimating the medical treatment
   cost based on age, gender, BMI,
   smoking status, geographical           Support Vector                Support Vector         Neural
   location, level & type of food            Machine                       Machine            Networks
   intake, level of exercise etc.

7. Predicting insurance claim for each
    driving person based on various
    factors such as make & model of          Neural                        Neural
    car, distance travelled, daily          Networks                      Networks
    travel journey time, daily number

 the Actuary India February 2018                         28
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