Projects

• diwan

  Agent runtime built from the loop up: tool calling, approvals, an append-only tree log of every session, model switching mid-conversation.

  agents · python

• tarjuman

  One neutral message format for OpenAI and Anthropic APIs: switch models mid-conversation without losing tool calls or reasoning.

  llm apis · python

• nl2sql

  Text-to-SQL on BIRD: SFT → GRPO fine-tuning vs. self-consistency, 63.7% execution accuracy. Voting beat fine-tuning.

  fine-tuning · evals

• telepathy

  Coding-agent memory on every machine: memory bundles chosen per project, synced through git.

  agents · cli

• research-mcp

  MCP server that federates web, community and demand search for agents.

  mcp

Earlier and study projects

CVRPTW with RL · Transformer from scratch · Positional encodings · PEFT methods · Seq2seq translation · RAG with Llama 2 · Fast style transfer