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Prateek Kumar
Prateek Kumar

Systems engineer in Bengaluru

I turn language models into software you can trust: right, fast and cheap, all at once.

I work on LLM agents, retrieval and evaluation, and on the pipelines that take them from a notebook to production.

Selected work

  • Agentic test failure triage

    An agent that reads the logs of a failed test run, decides whether the product code or the test automation is at fault, and links the failure to existing tickets and test cases.

    Python, LangGraph, Deep Agents, Drain3, OpenAI

  • YouTube RAG chatbot

    Paste a YouTube link and ask questions about the video. Answers are retrieved from the transcript.

    Python, LangChain, Pinecone, FAISS, OpenAI, Streamlit

  • Content Catalyst

    Upload a video and get AI-generated summaries, highlights and edits without any editing skills.

    Next.js, TypeScript, Tailwind CSS, Cloudinary, Clerk, Docker

All projects

Writing

All writing

Recommendations

Portrait of Piyush Kumar
Portrait of Awanish Kumar
Portrait of Aditya Ratley
Portrait of Krishna Agarwal

Piyush Kumar

Team Lead, BrowserStack

I have known Prateek from the first year of his B.Tech and have mentored him in his development journey. He has been very fast at understanding complex system logic. What sets him apart is his curiosity and passion for coding. He is flexible across machine learning, deep learning, NLP, computer vision and web development, which makes him an excellent candidate for any project.