Things I've built.

Applied AI, useful software, and the systems underneath.

In development · 202601

KTPI

An agentic incident investigator.

Using agentic AI with Model Context Protocol (MCP) tools to correlate deployments, error logs, and service health, producing evidence-backed root-cause hypotheses. Built with a 3-person engineering team at Kappa Theta Pi.

React
PostgreSQL
AWS SQS
MCP
Docker

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UGA Warnell · 202602

Forestry AI assistant

A question. A query. A clearer picture.

Local LLMs turn natural-language questions into validated SQL and interactive geospatial maps. Processes 500K+ forestry records, with workflows completing in under 30 seconds.

Python
Qwen2.5
Pandas
Streamlit
Folium

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Founder · 202603

Spotr

Vehicle sourcing, connected.

An AI-powered platform combining 3+ automotive data APIs into one search experience for dealerships. Secured $7,500+ in funding and developed ranking across 10+ criteria.

APIs
AI
Data pipelines

Visit Spotr

Personal project · 202504

Health trend model

Finding patterns in everyday health.

A Random Forest pipeline trained on 1,000 synthetic health records and eight biometric and lifestyle features. Achieved 98% accuracy on a held-out synthetic test set; integrated real-time inference into Streamlit.

Python
scikit-learn
Pandas
Streamlit

Visit my GitHub

Forage simulation · 202605

Transaction processing

From events to validated records.

A Spring Boot service built for the JPMorgan Chase & Co. Forage experience, with Kafka transaction processing, SQL persistence, and a REST API.

Java
Spring Boot
Kafka
SQL

View experience

More code on GitHub ↗