Ishan Avasthi
AI Engineer
I build LLM-powered systems, agentic workflows, and developer tools.
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
Built a multi-agent coding pipeline powered by 9 Gemini agents that takes a software issue from report to tested, merged pull request with zero human intervention. Enables true agent collaboration, conflict resolution, and context-preserving handoffs across specialized agents (Planner, Coder, Reviewer, Integrator, Tester, Publisher) with a live dashboard and support for voice intake, adversarial testing, and computer-use visual verification.
- Python
- Gemini API
- google-genai
- stdlib http.server
- SSE
- subprocess/git
- threading
- concurrent.futures
- argparse
- Playwright
- HTML/CSS/JS
- WAV/PNG (stdlib)
Built a full-stack multi-agent research platform that automates Indian stock analysis with LangGraph, live NSE market data, RAG over financial filings, human approval checkpoints, and a real-time research dashboard.
- LangGraph
- Next.js
- TypeScript
- FastAPI
- ChromaDB
- ONNX
- LangSmith