Experience
Amazon AWS Migrations Hub Team
Software Design Intern - Boston, MA (May 2021 - July 2021)
- Working on a data generation service for testing AWS Migration Hub recommendations
Georgia Tech Research Institute
Graduate Research Assistant - Atlanta, GA (January 2019 - Present)
- Creating General Adversarial Networks for waveform generation and simulation
- Using genetic programming to evolve machine learning models with the GTRI Evolutionary Auto-ML Framework
- Expanding the library to perform neural network architecture search (using Python, MySQL, Scikit-learn, Keras, Tensorflow)
- Out-performed Google Auto-ML on the Wikidetox toxic comment classification dataset
- Student Workshop Paper "Concurrent Neural Tree and Data Preprocessing AutoML for Image Classification" accepted at GECCO 2021
The Agency (AI/ML Club)
External Relations Officer (President) - Atlanta, GA (January 2020 - May 2021)
- Sys admin for club server, lecture on NLP topics, coordinate guest lecturers, and advise project groups
EleutherAI
Researcher/Software Engineer - Atlanta, GA (July 2020 - Present)
NLP and Computational Social Science Lab
Student Researcher - Atlanta, GA (November 2019 - Present)
- Working under Dr. Diyi Yang on keyword-based neural humor generation and classification using transformers
- Further study includes analyzing effects of humor on mental health and the COVID pandemic
High-Performance Architecture Lab
Student Researcher - Atlanta, GA (August 2019 - December 2019)
- Researched in performing deep learning tasks on edge
- Incorporated speech recognition and conversation models (cosine-similarity response matching) on Raspberry Pis