Ambulances at the Door: Predicting ER Off-Load Delays
Nationwide EMS dataset + Random Forest model to predict bottlenecks before they strand patients on stretchers.
What can a Data Engineer build in 2025?
A curated cross-section of production systems delivered across analytics, machine learning, platform engineering, and generative art.
Data Science
Predictive analytics that surface signals hidden in operational noise.
AI & ML
Applied machine learning systems that automate complex decisions at scale.
Wafer Scratch Detection for Semiconductor Yield
Spatial ML pipeline that flags elongated scratch patterns hiding inside millions of wafer dies.
Automations
Operational automations that remove repetitive work and keep growth loops accountable.
n8n Automations & Marketing Workflows
A stack of n8n and Make automations orchestrating lead capture, CRM hygiene, and campaign analytics.
AI Art
Creative experiments that blend generative AI with real-time storytelling.
Generative Media & Visual Systems
Production-ready AI art pipeline blending prompt craft, custom LoRA training, and automated batch orchestration.