GitHub pages
Engineer working on AI agents, LLM systems, and automation. Previously co-founder and CTO at Mavex AI and Hear Us.
| About | Contact | Evolution |
Trie — A documentation tree that mirrors your source tree. Reference-graph cascade keeps it honest. Exposed to coding agents via MCP as a persistent, shared context layer.
Mavy — AI executive assistant with fourteen specialist capabilities (calendar, email, tasks, search, and more) coordinated by a multi-agent router. Built at Mavex AI (2023–2025, since acquired).
Hear Us — Slack-native conversational bot focused on wellbeing and check-ins, with Firestore-backed event patterns and conversation memory. Built at Hear Us (2022–2023).
ChainFactory — LLM pipeline framework with a small DSL for chaining, routing, and managing LLM calls. Published on PyPI.
Multiclaude — Multi-agent orchestration in Bash. Agents talk via a mailbox protocol.
Soren — A self-improving swarm of autonomous AI agents that coordinate through message passing to build, test, and improve software — including their own codebase.
More open source work lives under computer-reinvention on GitHub.
A month-by-month map of systems I built: Engineering Evolution Timeline.
Download my resume (PDF) — Updated January 2026
| Just Another GPT Wrapper | Read |
| Building an Adaptive RAG Cutoff Before RAG Was a Thing | Read |
| Building an AI Task Router Before Function Calling Existed | Read |
| How to Build a Multi-Agent AI System That Actually Works | Read |
| ChatGPT Deep Research: Pharmacokinetics and Subjective Effects of Pregabalin, Modafinil, and Piracetam | Read |
| New Chainfactory README 25th Nov 2024 | Read |
| ChainFactory Specification Draft 004 | Read |
| ChainFactory Specification Draft 003 | Read |
| ChainFactory Specification Draft 002 | Read |
| ChainFactory Specification Draft 001 | Read |