Ashutosh Verma
Full-stack + AI engineer. I build products on top of foundation models, from retrieval pipelines to the frontend people actually touch.
I'm a software developer with a year of professional experience and a slightly obsessive interest in the layer where full-stack engineering meets applied AI. Day to day I work in the usual web stack, but my real focus is building AI-native systems — retrieval-augmented generation, agent tooling, and the developer infrastructure around LLMs. I learn in public and treat every project as a chance to go one layer deeper than I strictly need to.
Work
[Company]
- Developed and maintained features across a full-stack web application
- Improved build reliability and reduced CI/CD deployment friction
- Collaborated with product and QA on feature delivery and code reviews
- Integrated AI tooling into development workflows
Projects
Production-style retrieval-augmented generation pipeline with hybrid search — BM25 + dense embeddings, Reciprocal Rank Fusion, ChromaDB, and a FastAPI service. Includes a RAGAS-inspired evaluation suite.
Python · FastAPI · ChromaDB · RAGAS
Cognitive-ability and reaction-time testing app with self-hosted collaborative editing. Built with a real-time collaborative document layer — full-stack product sense, frontend depth.
TypeScript · React · Next.js · Tiptap · HocusPocus
Collaborative editor with conflict-free sync built on Operational Transforms over WebSockets. Full unit test suite covering OT correctness and edge cases.
WebSockets · Operational Transforms
Custom MCP server that indexes codebases with tree-sitter so AI coding agents can search structurally instead of reading whole files — cutting token cost and improving accuracy.
TypeScript · tree-sitter · MCP
Writing