Your Name - Developer Portfolio Welcome to Your Name's Developer Portfolio
Your Name
Machine Learning Researcher & Software Engineer
Skills
Python TensorFlow Keras Scikit-learn MySQL NLP Machine Learning Deep Learning GANs Genetic Programming
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
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
- Research Paper
- GitHub Repository
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
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
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