Research & Projects

Portfolio

Neighborhood Change SOM
Thesis
Research · NLP · ML · Housing

Mapping New Vocabularies of Neighborhood Change

SOM + sentence embeddings on MLS listing language. Mecklenburg County, NC. AAG 2026.

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NYCHA Through the Decades
NYCHA
Housing · Data Analysis · Research · Policy Writing

NYCHA Through the Decades

Mapping when and where New York City's public housing was built, from the New Deal to today.

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Eviction Prediction
Predictive Model
Data Analysis · Housing

Predicting Eviction Risk in Philadelphia

Poisson model with temporal and spatial lags to forecast eviction filings by census tract.

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Penn Anchor Institution Map
Penn IUR
Research

Penn as an Anchor Institution

Mapping the physical footprint of Penn across the greater Philadelphia region.

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Flight Diversions Dashboard
CAtRES
Research · Data Analysis

Flight Diversion Pattern Analysis

Dashboard analyzing flight diversion patterns using BTS On-Time Performance data.

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Synthetic MLS Pipeline
Synthetic Data
NLP · ML · Housing · Research

Synthetic MLS Remark Generation

Batch API pipeline for augmenting sparse tract-period real estate data.

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Crash Predictor
Predictive Model
Data Analysis · Public Health

Predicting Drunk Driving Crashes

Logistic regression identifying predictors of alcohol-involved crashes in Philadelphia.

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DC Metro Coverage Map
Cartography
Cartography · Data Analysis

Washington DC Metro Station Coverage

Mapping transit accessibility by walking distance across Washington DC.

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South Africa Policy Paper
Policy Writing
Policy Writing

Financing Climate Resilient Infrastructure in South Africa

Analyzing climate finance mechanisms for urban resilience in post-apartheid South Africa.

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