Education
Georgia Institute of Technology, Atlanta GA
M.S. in Computer Science (Intelligence and Devices threads) - Expected May 2022
B.S. in Computer Science - May 2021
Overall GPA (B.S.): 3.78/4.00 | Major GPA: 4.00/4.00
Skills
Languages
- Python
- Java
- Rust
- C
- Scala
- Bash
- JavaScript
Tools/OS
- Git
- AWS
- GCP
- Firebase
- Docker
- Linux
- Windows
- SQL
- Slurm
- CUDA
Frameworks
- Flask
- Django
- React
- PyTorch
- TensorFlow
- Numpy
- Pandas
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)
- Contributed to replicate and open-source GPT-3 weights, wrote open-source codebase for language model evaluation
- Working on HTML + PDF text extraction and filtering to make The Pile, one of the world's largest test datasets
- Efficiently scraped, filtered, and parsed entire Hacker News for language model training
- https://arxiv.org/abs/2101.00027
- https://github.com/EleutherAI/lm_evaluation_harness
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