Projects & Research
A collection of data science, machine learning, and civic-tech projects.
Deep Learning for DJs
How can we apply machine learning techniques to speed analysis and classification of DJ music?
Optimizing Participatory Budgeting
Using data analytics and web-design to improve accessibility for the NYC Civic Engagement Commission's “People’s Money Initiative”.
Exploring Gun Violence in Chicago
A comprehensive analysis of gun violence and its risk factors in Chicago using novel data cleaning and modeling techniques.
Financial Data Science: Stock Market Trend Analysis
A data-driven approach to exploring the seasonality of the stock market.
Financial Data Science: Stock Market Recommender & Predictor
A homegrown model which visualizes tickers and corresponding technical indicators, and provides advice on stock trades based on trading strategy.
Data Science Consulting: PDF Parser
Worked with a college consultancy firm to automate data gathering from 9,000+ student CommonApp application PDFs.