Product-minded builder and researcher with 25K+ learners served, 80% success rate, and AAAI-25 publication. Available for roles in EdTech Product, AI-in-Education, or Research/Policy.
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I start from user outcomes and constraints, then pick the simplest stack that ships fast and scales.
I combine research methods with pragmatic build-measure-learn cycles to de-risk decisions early.