Independent work

Ideas, made
practical.

A closer look at the things I build, the decisions behind them, and the evidence that supports the result.

Personal projects outside my professional role.

Selected case studies

01 / In focus
Deep Live Cam Studio preview showing a dark desktop interface illustration with CUDA, DirectML, and OBS Live Output labels.
Repository social previewOriginal project artwork by Neil Mitchell

Independent open-source case study

Deep Live Cam Studio

A Windows desktop release, validation, and governance case study for local AI-assisted media workflows.
authored post-fork commits
158
merged pull requests
20
automated tests
510

Evidence snapshot: August 3, 2026

  • Python
  • PySide6
  • ONNX Runtime
  • CUDA
  • DirectML
  • OBS
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