Content moderation model for a cycling retailer
Content moderation model for a cycling retailer. Owned the model, the evaluation and the deployment. Answers are grounded in the source documents, with citations.
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Soo-yeon Choi
MLOps Consultant | From Notebook to Production
Rate
$118.00/hr
KRAvailable for work0 contracts completedNo reviews yet
About
Teams hire me when their models work in notebooks but nowhere else. In fifteen years I have moved credit scoring, ad ranking, and demand forecasting systems into production, most recently rebuilding a Seoul fintech's training infrastructure so retraining went from a two-week manual ordeal to a nightly job on Kubernetes. I leave behind runbooks, not dependencies on me.
Portfolio
03 filedSpeech-to-text pipeline for a healthcare provider
Speech-to-text pipeline for a healthcare provider. Owned the model, the evaluation and the deployment. Forecast error fell by 18% against the previous baseline.
Recommendation engine for a renewable energy supplier
Recommendation engine for a renewable energy supplier. Owned the model, the evaluation and the deployment. First-response time on support tickets dropped from hours to minutes.
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