January 2019 - May 2019
Designed and developed visual analytics platform for discovering biases in Machine Learning models. Paper published as FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning at IEEE VIS 2019 (arXiv:1904.05419).
Automated Algorithm Design Research
January 2018 - May 2019
Worked on Genetic Algorithm platform for tuning and selecting machine learning models for a task. Projects included sentiment analysis pipeline to analyze news articles to use as input for predicting stock movements and design and creation of dashboard to visualize GA training process and performance.
Natural Language Processing
ICLR Reproducibility Challenge
Implemented the architecture and reproduced results for an ICLR'19 submission using GANs to de-correlate sensitive data, titled “Generative Adversarial Models for Learning Private and Fair Representations”
Atlanta Crime Map
January 2018 - December 2018
Lead a team as part of Data Science Club at GT to create a predictive policing tool to help the campus police department in using their data to predict crime in and around campus.
Participated in Citadel and Correlation One's Datathon at Georgia Tech, using Machine Learning tools like Scikit-learn to draw insights from datasets and produce report about how to make cities safer. Team placed in Top 3.
Rattracker Web App
Web app developed to complement an Android app that allows users in NYC to track and submit rat spottings
JS (with D3)
Amazon Alexa skill using Amazon AWS and Node JS connecting to Atlassian’s JIRA Agile management
software to allow for verbal control of team management.
Won in its category at HackGT Fall 2017.
February 2017 - December 2017
Student-led AE cube satellite project funded through Air Force Research Lab to track space objects from low earth orbit. I work on Avionics sub-team writing C code in Linux environment to allow communication between core state machine and battery system and assisted in development of state machine.
Rate A City
Desktop application and database backend for rating and reviewing cities and attractions in those cities developed while studying in Barcelona. Utilized JavaFX interface, MySQL database, and JDBC connection.
True Pass App
Our project won second place in its category at HackGSU Spring 2017.
If you'd like to know more about my projects, feel free to reach out over email!