I turn data into a business asset.
Product Owner of MWS Data Scout at MWS. I build an AI service that describes and classifies company data at scale — so people can find it, trust it, and use it.
Most enterprise AI work is not the demo. It's context, permissions, PII, evaluation, and audit trails — the product choices that keep the system useful when the data is incomplete and the user still needs a reliable answer.
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