Hi! Welcome to my site. I am an undergrad Computer Science student at Georgia Tech with interests in Machine Learning, interpretability, and data visualization. Here you can learn more about me, my past and current projects, and my research interests.
Born and raised in Atlanta, I am now an undergrad student at Georgia Tech expecting to graduate in May 2020. At Tech, I am studying Computer Science. After undergrad, I hope to pursue a PhD in Machine Learning or HCI. Outside of class I enjoy travelling, running, hiking, and reading (Michael Lewis and Hemingway are some of my favs).
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 FairnessWorked 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 ProcessingImplemented 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”
Python Machine Learning GAN
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
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 LearningWeb app developed to complement an Android app that allows users in NYC to track and submit rat spottings
HTML CSS JS (with D3) Bootstrap FirebaseAmazon 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 GitStudent-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 GitDesktop 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 GitWeb and iOS app created at hackathon to track visitors to office complex through QR codes and geo-fencing. 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 GitIf you'd like to know more about my projects, feel free to reach out over email!
Worked as Data Scientist in alternative data space to clean, model, and understand large datasets.
Modeling Big Data Data Science
Conducted research on novel human computer interaction and visualization techniques to make Machine Learning models more equitable.
Data Science Visualization Machine Learning
I worked on the Innovation Strategies team to design and develop a Slack app for the UltiPro HR management tool that allows users to perform core functions like requesting time off and giving feedback directly from Slack. App published to Slack app store.
Typescript NodeJS MongoDB Testing
Worked on EMADE genetic algorithm design engine on various projects (see projects for details)
Machine Learning Visualization Genetic Algorithms
Executive board member of Stamps Scholars National Convention, a 3-day conference with over 700 student attendees. Responsible for 20-person committee that planned and coordinated the different content threads of the convention.
At Georgia Tech, I TA'd for CS4400 – Intro to Database Systems, a class focusing on relational database design and SQL. As a TA, my responsibilities included office hours, grading, and project creation.
SQL Teaching
As a Volunteer Mentor for AYUDA, I led a 10-person team in the planning and implementation of diabetes education programs in Dominican Republic. Before going in country, I helped advise and educate volunteers on aspects such as fundraising, diabetes education, and working in the DR.
To read more about my experiences with AYUDA, read my blog from volunteering in 2015 or 2016.
Teaching Spanish Leadership
While interning at The Home Depot, I developed a web app for tracking interns throughout the hiring process for internal HR use. This project allowed for more streamlined hiring and replaced cumbersome excel sheet previously used.
Java HTML CSS JavaScript MySQL REST web servicesCS 3630: Intro To Perception & Robotics
CS 4400: Intro to Database Systems
CS 4460: Information Visualization
CS 4641: Machine Learning
CS 3510: Design & Analysis of Algorithms
CS 4803: Deep Learning
CX 4230: Computer Simulation
CS 4476: Computer Vision
Languages
Libraries & Frameworks
Other