Projects

Hackathon builds and analytics work. Three of these were built in 24 hours; the rest came out of a data analytics program.

Builds

Money Mirror

Top 3, Xtract track · SteelHacks XIII

Sep 2026 · 24-hour hackathon · team of 4 · sponsored track by LANXESS

A net-worth tracker that counts what you own and what you know with every number traceable to its source. Conventional trackers only see bank balances, but your possessions and your earning potential are real capital that nobody measures.

Scan an item with your camera and a vision model identifies it; the value comes from real used-market comparables pulled through the eBay Browse API. Upload a resume and the app extracts a structured profile education, experience, skills, certifications then matches it against BLS labor data to estimate your market potential. Financial assets plus physical assets minus liabilities gives net worth, with market potential shown separately and never folded into the dollar figure.

The design rule we held to: AI for extraction, deterministic code for the numbers. The vision model identifies a guitar; it does not decide the guitar is worth $120. That comes from a median over real listings computed in plain C#, with the listings shown alongside the value. LLM-generated numbers can't be audited, don't reproduce, and quietly launder a guess into a fact.

asp.net core · blazor · c# · ef core · postgresql · nvidia nemotron · ebay browse api · bls data

Trially

RocketHacks 2026 · Toledo

A platform that connects patients to clinical trials through natural conversation you describe your symptoms in plain language instead of needing to know medical terminology. Over 80% of clinical trials miss their enrollment targets, largely because finding a relevant trial is hard for anyone who isn't a clinician.

I owned the AWS backend for the full 24 hours: wiring Lambda functions, debugging the distributed pieces, and shipping new functionality while the rest of the team kept building on top of it.

aws lambda · 18 aws services · serverless

Travel Health Advisory

AI Track Winner · KHE 2025

A website that generates country-by-country health summaries for travelers, built with a team in 24 hours at Kent Hack Enough Kent State's annual hackathon and awarded the event's AI track prize.

python · html/css · js · cline

Data analytics

Intel Device Repurposing Analysis

2025

SQL analysis of Intel's device-repurposing data to quantify energy savings and CO₂ reductions by device type and region, with visual summaries that ranked repurposing strategies by environmental impact.

sql · data visualization

Recording Academy Audience Analysis

2025

Engagement and KPI analysis across two Recording Academy (Grammy.com) web properties, delivered as data-driven recommendations backed by visualizations.

python · pandas · plotly