Jonathan Emmons Email & Phone Number

Los Angeles, Ca, Us

University Of California Riverside, California, United States

Through the Data Science Pathways Summer Fellowship Program at the University of California, Riverside I fine-tuned state of the art large language models (LLMs) including BART, T5, and Pegasus using transfer learning to train and evaluate the models on the task of summarizing text entries detailing flight incidents from NASA's Aviation Safety Reporting System (ASRS). Steps included data wrangling and cleaning, model selection, fine-tuning (training), hyperparemeter tuning, and model… Show more Through the Data Science Pathways Summer Fellowship Program at the University of California, Riverside I fine-tuned state of the art large language models (LLMs) including BART, T5, and Pegasus using transfer learning to train and evaluate the models on the task of summarizing text entries detailing flight incidents from NASA's Aviation Safety Reporting System (ASRS). Steps included data wrangling and cleaning, model selection, fine-tuning (training), hyperparemeter tuning, and model evaluation, culminating in a poster presentation to peers and industry professionals at the end of the eight week program. Show less

I manage a digital collectible trading card storefront that uses an algorithm to determine when to buy and sell. The algorithm uses data gathered through an automated web scraping script. I have over 200 completed sales grossing over $3,000 to date.

Dublin, California, United States

Graded Math and English assignments for the EyeLevel tutors and helped organize inventory.