Projects
Agents, retrieval and applied machine learning. The first one has a write-up.
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
Earlier work
Diamond price predictor
Predicts a diamond's price from its quality attributes.
Customer churn classifier
An artificial neural network that predicts whether a customer will churn.
This site
My portfolio and blog.