Your Name - Personal Website

Your Name

Machine Learning Researcher & Software Engineer

Experience

Graduate Research Assistant

Georgia Tech Research Institute 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

External Relations Officer (President)

The Agency (AI/ML Club) January 2020 - May 2021

Sys admin for club server, lecture on NLP topics, coordinate guest lecturers, and advise project groups

Researcher/Software Engineer

EleutherAI 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

Student Researcher

NLP and Computational Social Science Lab 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

Student Researcher

High-Performance Architecture Lab 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