YOLBO - You Only Look Back Once
As part of my CS minor at UT Austin, I conducted computer vision research. My focus was to develop an algorithm that uses space-time information to improve object detection in videos.
Optimizing Walking Routes for Safety at UT Austin
When I was an undergrad at UT Austin, I built an algorithm called roUTe designed to help students navigate crime in the campus area. It placed first at Convergent's Spring 2020 Demo Day.
Two Player Chess
This is a 2 player chess program playable through command line interface. There are also unit tests to validate the functionality of the program.
PythonObject-Oriented ProgrammingUnit Testing
Generating Product Improvement Ideas Using LLMs
A demonstration of how topic modeling can reduce the costs associated with GPT3.5 requests for a system that analyzes customer reviews to generate product improvement recommendations.
Teaching Language Models the Socratic Method
I conducted research with two collaborators to investigate whether teaching smaller language models the Socratic method could improve their complex reasoning abilities. Our results demonstrate that this approach is highly effective, leading to accuracy gains of 20-40% compared to existing pre-trained language models.