ML Pipeline Refactoring and Notebook to Production Specialist
Stati Uniti
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Chi sono
I specialize in refactoring existing machine-learning codebases and turning fragile research notebooks into stable, deployable pipelines — without breaking results.
Many ML projects work in notebooks but fall apart when you try to rerun them reliably, move them to CI or a server, or deploy them in production. That’s the gap I fill.
I focus on preserving current behavior while improving structure, reproducibility, and deployment readiness. This is engineering hardening for ML work that already exists.
If your ML project works but you don’t fully trust it yet, I can help.... Continua a leggere