Projects
Fiscal Challenge
Placed third in national competition by building economic model to balance U.S. 30-year budget
College Gentrification Analysis
Obtained data on housing prices in Boston by zip code, ran statistical analysis including ANCOVA for home prices vs college data and t-test for significant difference, displayed animated results
AR Chess
Used physics equations for modeling optics, OpenCV and C++ to load in chess piece assets, detect corners of chess board, transform from world coordinates to image coordinates and back, detect mouse input and transform to world coordinates, and adapt the location of the chess pieces to allow real time movement and play of chess.
Real Time Traffic Recognition
Obtained a pre-trained model trained using image net backbone with MobileNet v2 for real time prediction, Faster R-CNN for segmentation. Used generated points + Hungarian Algorithm and Kalman filter to track objects in real time, correcting for noise.
Networked C++ Paint Software
Developed online collaborative drawing software with saving, syncing, safe disconnect, chat, and basic painting features, following OOD principles in C++
Covid Mapping
Designed progressive web app that live-updated daily April 2020-January 2021 which processed and cached API data to minimize load times and generated map of covid-19 cases against demographic information