Work

Projects

Research projects, internship work, and things I've built at hackathons.

Agents · Hardware2026

Octopus Protocol
Plug in a device and a coding agent figures out what it is, then writes, tests, and serves an MCP server for it, in about 25 minutes. Accepted at the NeurIPS 2026 Workshop on Agentic Web.

Website ↗Code ↗

Octopus Protocol
Scaling · Autonomous research2026

GrowLab
What if model size grew during training? We built a harness that makes the growth schedule searchable, then tried to break our own result. Two of three claims didn't survive.

Dashboard Slides

GrowLab
BCI · 1st place2026

MindMeld
Our team of six took 1st place in the decoding track at BrainStorm 2026 with a 0.2 MB real-time decoder for 1,024-channel brain recordings.

MindMeld
Hardware · Hackathon2026

DriftPak
A backpack that sees, hears, speaks, and knows where it is, built by a team of six in 24 hours at HardMode 2026, MIT Media Lab.

DriftPak
Neuro-AI · IEEE2024

Scaling laws for a nervous system
How neural-network models of the 302-neuron C. elegans brain improve with data, parameters, and architecture.

Paper ↗Dataset ↗

Scaling laws for a nervous system
$ session-merge --scan ✓ split sessions found $ session-merge --apply ✓ one continuous history $
Developer tools2026

Claude Code tooling
Skills and CLIs for Claude Code, including session-merge, which stitches fragmented sessions back together.

Code ↗

Claude Code tooling
Efficiency · Numenta2025

Growing sparse LLMs
Growing pretrained language models from 70M up to 1.4B parameters without throwing away what they already knew.

Growing sparse LLMs
Full-stack · RAG2026

ChatMerge
What if you could merge two AI conversations? A cross-provider app that does it with embeddings.

ChatMerge
Agents · Security2026

Fork Intelligence
At a hackathon where every entry was a public GitHub fork, I used Claude Code to benchmark all 45 modified solutions, then wrote it up as a vulnerability disclosure.

Fork Intelligence