Open Source AI Adaptation
Model selection, fine-tuning pipelines, community tool integration.
I take open-source AI tools and models and adapt them to fit real production needs — not just running defaults, but configuring, extending, and integrating them into working systems.
This includes everything from forking ComfyUI with custom nodes to fine-tuning open models for domain-specific tasks to patching community tools for enterprise requirements.
Open source is powerful but rarely works out of the box. The value is in knowing what to change and what to leave alone.
Model adaptation
Fine-tuning and configuring open models for specific domains
UI forks
Customizing open-source interfaces for production workflows
Custom nodes
Building extensions for ComfyUI, n8n, and similar platforms
Infrastructure patches
Fixing and hardening community tools for reliability