projects

a sampling of my public-facing projects

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NEPA Clean Energy Review Analysis

Built a Python BERT+LLM pipeline for the Clean Air Task Force to extract and classify 120,000+ federal environmental review documents, enabling evidence-based permitting reform recommendations.
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San Jose Transit Equity

Parcel-level analysis of housing capacity and displacement risk within one mile of Diridon Station — San Jose's zoning permits ~120,000 homes where only ~12,800 exist today, with ~20,600–42,500 buildable on parking lots and vacant land alone.
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NYC Voter Turnout Analysis

Applying Bayesian surname geocoding, multilevel regression with poststratification, and LLMs to study ethno-racial voter turnout patterns across 4.6 million NYC voter registration records.
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SF Residential Inspection Risk

Built composite risk scores for San Francisco parcels using fire, violation, and inspection records, and deployed interactive Shiny dashboards for the SF Fire Department and Department of Building Inspection.
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Superdiversity

Developed an interactive website visualizing New York metropolitan superdiversity, combining data analysis, cross-functional team leadership, and public-facing demographic insights.
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Housing Literacy

Online tool annotating NYC rent regulations, empowering rent-stabilized tenants and supporting advocates with accessible resources, policy analysis, and data tools.