Ishan Avasthi

AI Engineer

I build LLM-powered systems, agentic workflows, and developer tools.

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About

I'm a CS undergrad at BITS Pilani working on AI engineering. I build the layer between raw language models and working products: pipelines that retrieve the right context, agents that take actions, and tooling that makes the whole thing reliable. I care about testing things properly, making systems easy to work with, and shipping stuff that holds up in the real world.

Projects

Code Review Agent

Built a GitHub App that autonomously reviews pull requests using LLMs and posts structured feedback directly on PRs.

  • TypeScript
  • Node.js
  • Express.js
  • Octokit
  • Docker
  • GitHub Actions
  • Gemini API
AI PDF Chatbot & Agent

Developed a full-stack, AI-powered document assistant enabling users to upload PDFs and interactively query them using a RAG pipeline with an agentic reasoning loop, inspired by NotebookLM.

  • Python
  • LangChain
  • LangGraph
  • ChromaDB
  • Next.js
  • Tailwind CSS
RecruitEnv - RL Candidate Triage Environment

Built OpenEnv-compliant RL environment simulating AI-driven candidate screening across difficulty levels.

  • Python
  • FastAPI
  • NumPy
  • Docker
  • Pytest