Policy RAG
In progressAsk questions of insurance documents and get answers that cite the clause. Retrieval, chunking and evaluation on AWS Bedrock.
I’m Amit — a senior full-stack engineer (React, TypeScript, NestJS, AWS) building applied-AI systems one brick at a time, and the person behind GameGeek and AusiDesi on YouTube.
Poke him, tickle him (wiggle over him) — or annoy him.
Principal, lead and architect roles at Capgemini, BMC Software and Symantec. Now contracting on enterprise insurance platforms in Sydney — and going deep on applied AI: RAG, vector search and LLM orchestration on AWS.
Games on one channel, Sydney life on the other. Shorts-first, hand-edited, and made on weekends — the same care for the hook that goes into a good API.
A REST client that lives in VS Code. Git-synced collections, secrets kept out of commits, and Postman, Thunder Client and cURL import.
Ask questions of insurance documents and get answers that cite the clause. Retrieval, chunking and evaluation on AWS Bedrock.
Find a game near you, starting with cricket in Sydney. Geo discovery on PostGIS, a NestJS and Prisma API, and an Expo mobile app.
Sydney travel and lifestyle — the places, food and weekends worth sharing.
Watch on YouTube ↗