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Recent projects

Research, tools and a few things I built to see whether they would work. Roughly newest first.

  • Research
  • Continual Learning
WMF Benchmark

WMF Benchmark

Measuring how world models forget — 2026, in progress

  • Applied AI
  • Rust
Perseo

Perseo

My longest-running project — a personal assistant that listens and watches

  • Research
  • Deep Learning
HybridMamba-11

HybridMamba-11

31.8M params in 13.6 MB — first SSM entry in OpenAI Parameter Golf

  • Edge AI
  • Research
Jetson Orin thesis

Jetson Orin

Running an LLM in orbit, or trying to — thesis proposal

  • Research
  • LLMs
Multilingual LLM Benchmark

Multilingual Benchmark

Chinese vs. Western frontier models across nine languages

  • Personal Tools
  • Full-Stack
Armario

Armario

Outfits from the real forecast — rules I can read, no model

  • Product
  • Leadership
Netkey

Netkey

NFC networking startup where I was CTO

  • Speaking
  • Robotics
Telefonica

Telefónica

NB-IoT and swarm robotics talks in Seville

  • Speaking
  • Strategy
Sputnik

Sputnik

The seminar that changed how I pick problems

  • Computer Vision
  • Early Work
AI Mouse

AI Mouse

Turning a hand into a pointing device

  • Computer Vision
  • Early Work
Face detection

Face Detection

Where I learned that a working demo is not a system

  • Applied AI
  • Audio
ClassTranscriber

ClassTranscriber

Lectures into speaker-separated notes, all running locally

  • Applied AI
  • Full-Stack
AutoLinkedIn

AutoLinkedIn

Retrieval-augmented drafting from my own writing — paused

  • Dataset
  • Evaluation
Agentic Reasoning Traces

Agentic Reasoning Traces

15 traces, 142 steps, three of them wrong on purpose

  • Venture
  • Leadership
ByTheWay

ByTheWay

An early venture I co-founded

  • Applied AI
  • Early Work
OrgaAI

OrgaAI

Conversational AI under NDA — most of it I can't tell you