Research Experience
Database Management
January 2024 – June 2024
Technologies: R
- •Managed a database of marine organism data to develop a website using R Shiny to visualize and derive insights
- •Led the automation of a data pipeline to process marine microorganism data collected along the East Coast
Skills Applied
R
Data Visualization
Database Management
R Shiny
EEG Data analysis using LLMs
August 2023 - Present
Technologies: Python
- •Utilizing Microsoft Autogen and LIDA to develop software agents for automating EEG data analysis
- •Collaborated with health experts to fine-tune the OpenAI GPT-3.5 model, developing an SMS software to track eating habits through tailored prompts
Skills Applied
Python
Machine Learning
LLMs
EEG Analysis
Microsoft Autogen
Combinatorics Research
August 2022 - May 2023
Technologies: Python, SageMath
- •Developed a construction method for all quivers mutation equivalent to zero non-forks. Presented at AMS special session at Georgia Tech
- •Studied C-matrices and L-matrices to find new methods to represent quivers in Cluster Algebra
Skills Applied
Python
SageMath
Combinatorics
LaTeX
Mathematics
Research Highlights
Marine Data Pipeline
Automated processing of marine microorganism data collected along the East Coast
AI-Powered EEG Analysis
Developed software agents for automating complex EEG data analysis using LLMs