FairVis
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).
Python
Javascript
React
Machine Learning
Algorithmic Fairness
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.
Python
Scikit-Learn
Machine Learning
Natural Language Processing
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.
Python
Machine Learning
Modeling
Citadel Datathon
February 2018
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.
Scikit-Learn
Machine Learning
GitHub
Rattracker Web App
December 2017
Web app developed to complement an Android app that allows users in NYC to track and submit rat spottings
HTML
CSS
JS (with D3)
Bootstrap
Firebase
Repo
JIRA Voice
October 2017
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.
Alexa
AWS
Node JS
Git
RECONSO Research
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.
C
Embedded Software
Linux
Git
Rate A City
July 2017
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.
MySQL
Java
Git
Repo
True Pass App
March 2017
Web and iOS app created at hackathon to track visitors to office complex through QR codes and geofencing. I worked on web app to support Google maps integration and QR code generation with JavaScript library.
Our project won second place in its category at HackGSU Spring 2017.
HTML
CSS
JS
Git
If you'd like to know more about my projects, feel free to reach out over email!