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Ugo Chukwu
AI Engineer | Model Deployment | Fine-tuning | Inference
DomainOS is offering 10 businesses a free build. Pick one task that costs you time, money or sales. Got a task that costs you time, money or sales? We’ll help you fix or automate it using your existing tools, then show you how to run it. Maybe leads go cold, invoices need...
Your first fine-tune should teach you the whole loop.
I walk through it with Unsloth: data → baseline → training → evaluation → local model → Python.
Including a mistake I made—and why a completed training run doesn't mean you have a better model.
Full tutorial below 👇
I Fine-Tuned a Model. The Failures Taught Me More Than the Winning Score. What a classification win over GPT-4.1—and failures on unfamiliar regulatory questions—taught me about building useful domain intelligence.
Just published: Multimodal Video Pipeline.
Generating video is one thing. Building a system that can reliably manage multiple scenes, models, failures, retries, assembly, and exact-version approval is another.
I built a production-style pipeline around:
Storyboard → Scene Routing →...
