Projects
All cover artwork is generated using Imagen 4.
All cover artwork is generated using Imagen 4.
Based on Raj Chetty's Opportunity Atlas, this tool helps parents assess demographics and opportunities in their zipcodes, exploring local community and school options.
Comprehensive analysis of BTC and ETH price movements using time series analysis, machine learning models, and deep learning architectures.
Analysis of stock price movements using financial and economic indicators with statistical learning and machine learning techniques.
Analysis of baseball metrics to understand and predict team performance, providing insights for team management and betting strategies.
Modeling when coaches should go for two-point attempts versus extra points based on game situations and analytics.
Estimating player value and team performance using Monte Carlo simulations with high school baseball statistics.
Provides methods for assessing company similarity using specified sub-sections of 10-K filings. Uses cosine similarity of BERT embeddings for similarity.
A model of firm behavior under a duopoly using classical microecnonimic multivariate maximization and game theory.
An explanation of how ChatGPT works from the ground up. Topics include basic neural networks, recurrent neural networks, and long short-term memory networks.
A tract-level correlational analysis of economic growth factors, such as education and employment rate, on group income at the 25th percentile, separated by gender and race.
An explanation of the basics of computer graphics. Includes discussions on transformations in 2D and 3D space, quaternions, perspective projections, and shadow mapping.