Python Automation
Workflow automation, data pipelines, web scraping, REST APIs, data apps with Streamlit, Flask web services, and ML-powered tooling — all in Python.
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Flight Disruption Intelligence: A Full-Stack Delay Predictor on Public Data and Free Infrastructure
An end-to-end flight delay prediction platform spanning medallion lakehouse, calibrated LightGBM with SHAP explanations, Spark Structured Streaming, dbt reliability marts, FastAPI serving, and a SvelteKit dashboard — built entirely on public BTS/NOAA/OpenSky data, self-hostable for $0/year, with a contract module that enforces leakage prevention across every pipeline stage.
EvidenceLens: A Self-Hosted Biomedical Search Engine with Hybrid Ranking and Conflict-of-Interest Transparency
EvidenceLens unifies 20+ fragmented medical literature sources into a single hybrid-ranked interface, surfaces author conflict-of-interest badges from public CMS Open Payments data, and runs answer synthesis entirely on the user's own inference key — zero recurring backend cost.
STORM DAT: Automating Government Document Compliance So Analysts Can Focus on What Matters
A web-based application for automating government document compliance, reducing manual review time and improving accuracy.
VitalCheck API: Building a Multi-Domain Health Intelligence Engine with Python, FastAPI, and Production-Grade ML
VitalCheck is a production-deployed REST API that delivers real-time health risk assessments across ten medical and wellness domains. Built with Python, FastAPI, and a suite of machine learning models, it provides a unified interface for clinical and biometric predictions — from diabetes and stroke risk to MRI-based brain tumor classification.
ComfyUI Workflow Iterator: Engineering Systematic A/B Testing for Generative AI Pipelines
A production-grade Python extension for ComfyUI that transforms ad-hoc image generation into a disciplined, reproducible experimentation platform.
Sleep Lab Monitoring System: Real-Time CPAP Data Analytics for Critical Care
A full-stack medical monitoring system that enables real-time collection, analysis, and visualization of CPAP data for sleep apnea patients in clinical sleep labs.