
Ananta A Joy
IFRS 17, reserving, and machine learning — notes from the intersection of actuarial work and data science.
I'm an Actuarial Associate at MetLife Bangladesh, working on IFRS 17 valuation, reserving, and VNB modelling across individual life portfolios. I combine actuarial fundamentals with applied data science — Python/R, published machine-learning research (PLOS ONE), and an ongoing M.Sc. in Data Science — while progressing through the Society of Actuaries exams toward FSA.
SOA Exam SRM
Passed
SOA Exam FM
August 2026
Research
PLOS ONE, 2026
M.Sc. Data Science
In progress
Research interests
Financial risk modelling & management
Predictive analytics for financial markets
Climate risk & sustainability analytics
Digital transformation in finance & insurance
Recent writing
BlogMath and Code on This Blog: A Worked Annuity Example
→BlogHow to Pass SOA Exam SRM: A Practical Study Strategy
→BlogChoosing Study Materials for SOA Exam SRM
→AllBrowse all posts
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→BlogHow to Pass SOA Exam SRM: A Practical Study Strategy
→BlogChoosing Study Materials for SOA Exam SRM
→AllBrowse all posts
→