Projects

10 projects, newest thinking first. The featured set is what I would open in a conversation; the rest is reference work and from-first-principles builds.

Featured

• VedaAI

  live

  Marking assessments from a photo of a paper

  Falls back to a second provider when the first one goes down

  2026

  CodeLive

  TypeScriptNext.jsVision modelsStructured output

• Claude Code Harness

  building

  A coding agent that runs from your terminal

  Versioned releases, v0.4 complete

  2026, in progress

  PythonFastAPITool callingGroqOpenAI

• OSINT Engine

  live

  Turns a name into a finished intelligence report

  Ships as a command line tool, not a notebook

  2026

  CodeLive

  PythonasyncioPydanticCLIPDF reports

• FlyRank Backend

  active

  The service I am building at FlyRank

  13 integration tests passing against a real database

  2026

  Code

  PythonFastAPIPostgreSQLRedisAlembicDocker

• RL Code Review Agent

  live

  Teaches an agent to review code, one difficulty at a time

  Live on Hugging Face with a 7B baseline agent

  2026

  CodeLive

  PythonReinforcement learningRuffDocker

• Full Stack ML

  live

  Raw data all the way to a served, tracked model

  Validate, train, track, serve, deploy

  2026

  CodeLive

  PythonXGBoostMLflowFastAPIDockerActions

Also

• Agentic Patterns

  live

  The four agent patterns, no framework in the way

  Deliberately framework free

  2025

  Code

  PythonGroqAgents

• GPT from Scratch

  live

  A working language model, built block by block

  About 10M parameters, trained from zero

  2026

  Code

  PythonPyTorchTransformers

• micrograd

  live

  Automatic differentiation, small enough to read

  Installable, not just a notebook

  2026

  Code

  PythonAutograd

• MLE from First Principles

  live

  Machine learning engineering, written down

  188 commits, 17 stars

  2026

  Code

  PythonNumPyJupyter

Looking for something specific? Ask me directly.