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AI Engineer, founder & IT Architect. I build production-ready Python/ML systems, teach Data Science, and love shipping real tech
Blocks schema changes that break ML models. It asks DataHub which feature dies with the column, how much the model actually used it, and turns that answer into a failing CI check.
ClawReinforce self improves skills.md and bench modells with that on deterministic execution — not an LLM's opinion — and certifies the result for each model tier, from frontier to a local 8B (beta)