About me

Full-stack and AI engineer.

I’m Shubham Tripathi. I build web products and AI systems that run in production: React front ends, FastAPI and Django back ends, and applications built on large language models.

Most of my recent work is with LLMs: agents and retrieval pipelines with LangChain and LangGraph, and the tracing and evaluation that keep them reliable, using LangSmith and Langfuse.

What I write about

This blog is where I explain AI research in plain language, check the claims against the sources, and point out what the headlines leave out. I also write about the engineering that goes into shipping AI in real products.

What I work with

  • AI and LLMs: LangChain, LangGraph, LangSmith, Langfuse, retrieval-augmented generation, AI agents
  • Back end: Python, FastAPI, Django, REST APIs, Docker
  • Front end: React, JavaScript, HTML, CSS

Get in touch