Selected Work
Patient Data Management System
Full-stack healthcare platform delivered to a real external partner, replacing a retired system for Henry Ford's Faith Community Nursing Program. Covers the whole encounter lifecycle: intake, visit recording, cost-savings tracking, certification management, and analytics. I owned the system-admin surface, the audit-logging layer, and major analytics features across a 3-tier RBAC model.
Box Office Revenue Analysis & SIR Forecasting
A 40-year, 7,643-film study of what drives box-office success, then a model to predict it. Built an end-to-end analysis pipeline (correlation matrix, multi-decade trend viz, log-scale outlier handling), then adapted the SIR epidemiological model to simulate how a film's popularity spreads through an audience, solving the ODE system with SciPy and validating against 140+ days of real daily revenue.
Customer Portal Mobile UI & NFC Prototype
Production mobile UI for a client's customer portal, plus an NFC tap-to-transfer prototype. I built a themed bottom-tab navigator across 9 screens with internationalized labels in 3 languages, resolved a macOS→Windows build blocker and onboarded 2 developers, then prototyped the NFC concept in React Native and validated it on physical hardware.
Last.fm Music Recommender
A collaborative-filtering recommender built solo on live API data, not a toy dataset. I owned every layer: ingesting 50 users' listening history via the Last.fm API, transforming 2,085+ unique tracks into structured DataFrames, building a sparse user-track matrix, computing a 50×50 cosine-similarity matrix, and writing a parameterized k-NN collaborative filter to surface unheard songs.
compute-job-metrics
BuildingA serverless job-tracking service modeling HPC-style scheduling, with a persistent scheduler daemon. Built cloud-native on AWS: Lambda compute, API Gateway, DynamoDB persistence, and infrastructure defined in CDK, with CI/CD through GitHub Actions. Carries my HPC batch-scheduling background into a cloud-native design.
