Shipped work across ML, product, web, and community, filter by focus area.
End-to-end NLP pipeline transforming 500+ pages of legislation into structured policy datasets, linked to tuition and demographic variables. XGBoost forecasting model with 94% out-of-sample accuracy deployed on AWS.
Co-founded and built a circular-economy marketplace MVP; led a 15+ person team from ideation to launch, facilitating 200+ peer-to-peer transactions. Applied MoSCoW prioritization and 100+ user interviews across five Figma iterations.
Created a real-time communication platform for teachers and students during online lessons, built at a teacher's request.
Revived and expanded the school's annual hackathon, opening it to under-resourced communities. Secured Microsoft sponsorship and NGO partnerships.
Organized a large-scale coding event for girls with guest speakers, workshops, and tech exhibits to dismantle gender stereotypes in CS.
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