Summer 2026

Research Intern

University of Florida IoT4Ag Lab

• Building an NLP interface on UF's HiPerGator supercomputer using vLLM + Ollama to parse plain-language farmer queries into structured DSSAT crop simulation inputs
• Designed a LangGraph agent pipeline that classifies query intent (soil vs. cultivar), extracts phenological parameters, and auto-updates DSSAT input files
• Engineered 20+ unit tests covering ambiguous crop stage descriptions, missing soil horizon data, conflicting location-phenology pairs, and malformed date inputs

Spring 2026

Undergraduate Researcher

Georgia Institute of Technology advised by Diego Fratta

• Developed training data pipelines for Georgia Tech's ECE 2035 course AI tutoring system, cleaning and reformatting historical exam datasets to fine-tune a computer architecture domain-specific LLM.
• Created Python scripting to benchmark LLM performance across context retention, reasoning accuracy, and pedagogical alignment to identify the optimal model for guided, Socratic-style tutoring without direct answer leakage.

Spring 2025 - Fall 2025

Project Lead

Georgia Tech iOS Club

• Led 15 junior developers alongside other technical leads and subteams, delivering results in sprint cycles
• Architected and developed YesChef, a cooking social media app featuring AI-assisted recipe creation, community feeds, and leaderboards, to the App Store
• Mentored junior developers in Swift, SwiftUI, Git, Firebase, and ChatGPT API integration

2024 — Present

B.S. Computer Engineering

Georgia Institute of Technology

• Concentration in Distributed Systems & Devices.