AWS publishes official Lambda layers but gives you no way to see what's inside them. This runs a weekly serverless pipeline that probes, downloads, and inspects every layer — then surfaces the results in a searchable UI. Discovery works around AWS API limitations using a seed-based binary search across layer versions.
Real-time NHL playoff bracket visualizer and what-if simulator. Pulls live standings from the NHL API and computes seeding according to official rules. The simulator lets you set outcomes for any remaining game and runs 5,000 Monte Carlo simulations to show updated playoff odds across all 32 teams instantly.
Capstone project — a multitasking AI chatbot built for Fairfield University. Handles natural language queries with NLP and voice recognition, integrates third-party APIs including Spotify and interactive maps, and is deployed globally via Docker on Hugging Face Spaces.
M.S. Software Engineering
Fairfield University — Fairfield, CT
B.S. Biomedical Engineering
Fairfield University — Fairfield, CT