Predicting Tesla stock prices using machine learning, XGBoost, and sentiment analysis from financial news.

Won Best Insights Award analyzing Manhattan real estate data with mapping work specifically recognized.

Hot spot analysis and Moran's I to identify vulnerability clusters in census tract data.

Used spatial analysis to find the optimal site in San Francisco for a community art center.

Real-time translation, refugee resource mapping, and multilingual support platform.

Scraped + normalized alumni data (1952–present) to build a network map in Proxi.