End-to-end Retrieval-Augmented Generation system with hybrid retrieval (BM25 + dense embeddings), cross-encoder reranking, evaluation harness, and an agentic generation pipeline. Built to scale from semantic search to multi-modal document understanding.

Visual workflow automation platform built with Next.js and TRPC. Design, connect, and automate workflows in real time with a drag-and-drop interface.

Deep dive into 'Attention Is All You Need' paper. Implementing transformer architecture from scratch, studying self-attention mechanisms and positional encodings.

Researching efficient recursive model architectures and parameter-efficient approaches for LLMs. Exploring recursive computation and memory optimization in neural networks.