Souvik Das
I build full-stack GenAI systems. Retrieval, agents, the APIs around them, and the interface on top. I like working across all of it.
Optimising is my thing: faster workflows, sharper tooling, frontend that feels right.
I'm self-taught and early in my career, looking for forward-deployed or GenAI engineering work. Some of what I've built is below.
Projects
- hearth
A GenAI marketplace for home services: users chat and Gemini turns plain requests into real in-app actions — booking, tracking, and managing jobs. Vue + TypeScript front end; FastAPI, Postgres, and a Celery + Redis job queue on the backend.
- rag-playground
An interactive RAG sandbox for comparing chunking, retrieval, and prompting strategies side by side across Gemini, Groq, and Ollama, with Qdrant for vector search and live evals in Phoenix. Built in Python + Streamlit on LangChain.
- mcp-support-agent
A customer-support agent any LLM can drive through a custom MCP server, with multi-step workflows orchestrated in LangGraph over a FastAPI backend, traced end to end with OpenTelemetry and able to run local models via Ollama.
Writing
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- All writing
Browse every post.
Now
Going deep on agentic systems: orchestration, tools, and the evals that tell you whether any of it holds up.
Off the screen, I'm putting together a custom keyboard and playing a lot of synthwave, mostly The Midnight.
Looking for my first full-time role. Say hi 👋 if you're hiring.
Connect
Reach me here: