Things I’ve
built to learn.

Agentic systems · 2026

Reisearch

A multi-agent deep research system that turns a vague prompt into scoped research tasks and a grounded markdown report. Built around LangGraph subgraphs, a supervisor-worker design, resilient retries, and evaluation.

• Python
• LangGraph
• Groq
• Tavily

Agentic systems · 2026

Tri-modal AI agent

A LangGraph agent with separate chat, retrieval, and code modes. A human-in-the-loop approval gate keeps autonomous code execution intentional.

• Python
• LangGraph
• RAG
• OpenRouter

Language models · 2025

GPT-2 from scratch

A hands-on GPT-2 implementation and training experiment on FineWeb-Edu, focused on the practical mechanics of transformer training and efficient compute.

• Python
• PyTorch
• Flash attention
• torch.compile