Full-stack engineer at Valuefy, building backend and frontend systems for wealth-management platforms used by Indian banks — REST APIs, cron-based sync pipelines, and reporting infra serving ~4M users (cut report generation from 40s to 3s), plus an MCP server for natural-language querying of production databases. Also acting as a Forward Deployed Engineer — resolving production issues directly with clients — and own CI/CD pipeline setup.
Outside of work, I contribute to open source and build small AI-agent tools for fun.
Out of Context - The profile you see is Yukko from Nichijou, I Play lot of games, make youtube videos, I also produce music Youtube
- Lunatik (591★) — contributing conntrack and NAT support to a framework that runs Lua scripts inside the Linux kernel. Originally a GSoC 2026 project idea, now an active core project of the repo.
- Emdash (YC W26, 5.3k★) — 17+ merged PRs to this open-source agentic dev environment that orchestrates 20+ coding agent providers.
- Database MCP Server — a read-only SQL/DB MCP server in TypeScript that lets LLMs safely query databases using live schema context: AST-based query validation, a read-only DB role, query limits, audit logging, and Prisma-backed tools (query, describe, explain).
- Self-Correcting RAG — a self-correcting RAG pipeline (LangGraph + LangChain, Postgres/pgvector, Voyage AI embeddings, FastAPI) that grades retrieved documents, routes between local/hybrid/web-only retrieval, and rewrites queries when it isn't confident.
TypeScript React Node.js Angular Python SQL Redis Elasticsearch Postgres / pgvector Prisma FastAPI LangChain / LangGraph MCP Vector Databases
LinkedIn · prathme47@gmail.com
