
How I Used PostgreSQL, Groq & Vercel's AI SDK To Create A Chatbot For My Portfolio Website
My portfolio website contains a decent amount of text data, so I implemented a chatbot to interface with it.


I love building production AI systems. I specialize in LLMs, RAG & Vector Databases. I work with Python & TypeScript, also spent a fair bit of time doing DevOps along the way.

My portfolio website contains a decent amount of text data, so I implemented a chatbot to interface with it.

A high performance, deterministic decision tree engine built in C++ that evaluates rules via gRPC with low latency, hot reloadable trees, and production ready observability.

An implementation of a simulation of PagedAttention in Python

capybaradb - a toy Vector DB implementation from scratch in Python. Explore Vector DB internals.

KnowFlow is a powerful hybrid Retrieval-Augmented Generation (RAG) system that combines semantic search with knowledge graph capabilities for intelligent document processing and querying.
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