Synthetic Data Architect. Procedural pipelines in Houdini, USD-based simulation in Isaac Sim, generative layers in ComfyUI and LoRA-trained models. Most of what I build ends up as datasets - for someone's CV model or for my own.
2021 - present · Synthetic data and simulation
- Agtech - Lead Houdini and Pipeline Architect, four years. End-to-end synthetic data for crop research: procedural plant geometry, simulated growth and environment, production datasets for ML training. Custom toolset built from the ground up.
- Gaussian Splatting in Houdini - full-cycle orchestration: capture -> train -> segment -> splat inside a single procedural pipeline.
- Generative + LLM automation - ComfyUI, LoRA training, voice and identity cloning (local TTS), n8n orchestration.
2012 - 2021 · VFX and scientific visualization
Almost ten years of commercial VFX and scientific visualization - microbiology, medical-device animation, and more.
2012 · Directing
A brief directing track - viral ads, a music video and stop-motion.