Student

Ishan AvasthiDT

Ishan Avasthi is a CS undergraduate at BITS Pilani working on AI engineering.

About

Ishan Avasthi is a CS undergraduate at BITS Pilani working on AI engineering. He builds LLM-powered systems including agentic workflows and developer tools, with projects such as an autonomous multi-agent coding pipeline, a multi-agent equity research platform, and an AI document assistant using RAG and agentic reasoning.

Ask me about...

LLM Engineering

How do I reduce hallucinations in my LLM application? →Which LLM should I use for my specific use case? →How do I optimize LLM costs at scale? →

RAG Systems

How do I improve retrieval accuracy in my RAG pipeline? →What chunking strategy works best for long documents? →Can RAG work reliably with messy, unstructured data? →

Agentic & Multi-Agent Systems

When should I use multiple agents instead of one? →How do I prevent agents from looping or getting stuck? →Can agents reliably handle complex, multi-step coding tasks? →