Hardik Munjal
Insurance Data & Analytics @ Canada Life | Data Scientist | Helping clients make data-driven decisions
- Role
- Data Scientist at Canada Life
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Hardik Munjal
Every day, I get to solve puzzles that matter: How do we make insurance more accessible?…
Experience
Data Scientist
Sep 2023 — Present
Joining Canada Life\'s AI transformation journey has been incredible—I get to work at the intersection of cutting-edge GenAI and real-world insurance challenges that affect millions of people.I\'m currently leading the evolution of our Accelerated Underwriting program, where we use AI to make insurance applications faster and more accurate.What I\'m building- Next-gen underwriting models using ML algorithms that have improved our recall by 20% and delivered 310% lift over previous systems—translating to ~1,500 hours saved annually across our underwriting teams- LLM-powered data transformation pipeline that processes 386K historical medical records, expanding our usable training data by 96%. This involved designing custom prompt strategies and validation systems to ensure <4% error rates when extracting structured insights from decades of free-form medical text- Enterprise MLOps infrastructure spanning our entire development lifecycle, collaborating closely with engineering teams to create deployment frameworks that scale across the organizationThe most rewarding part? Partnering with underwriters, product teams, and business stakeholders to translate complex AI capabilities into tools they can trust and use every day. There\'s nothing quite like seeing a model you built make someone\'s job easier and more effective.
Education
The NorthCap University
Bachelor of Technology (BTech), Computer Science Engineering
Western University
Masters of Data Analytics
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