
Manvik T
AI Engineer for RAG Chatbots, LLM Agents and Web Apps
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Portfólio
Experiência profissional
AI Engineer Intern
Niva Bupa Health Insurance
May 2026 - Jul 2026 • 2 mos
Built a seven-gate health insurance claims adjudication pipeline running local LLM inference via llama.cpp with GBNF grammar constraints. Designed a hybrid gate sequence (Coverage, Financial, Network, Compliance) using deterministic rules and semantic checks. Refactored financial computation to resolve policy limits from schema at runtime and implemented an assisted-review queue for low-confidence claims.
Engineer Intern
TechLearn
Feb 2026 - May 2026 • 3 mos
Shipped the Dashboard Stats API serving real-time KPIs to educators. Replaced offset pagination with cursor-based pagination on submission retrieval to remove deep-page scan costs. Added composite indexes and restructured trend-analytics queries to cut redundant aggregation passes under heavy load.