Four end-to-end systems. Every project links to its live app, source code and trained models, with a case study on how it was built.
How long until this engine fails? Remaining-useful-life prediction on NASA C-MAPSS, framed as survival analysis so every estimate ships with a calibrated 90% interval a maintenance planner can trust.
Paste a free-text pipeline incident narrative and get back a structured record: what failed, what was done, what resulted, why it happened and how severe it was. A retrieval layer answers questions across the whole incident corpus.
Two logistic regression models written from scratch in NumPy score 283,726 card transactions, 0.17% of them fraud. Move the threshold and set the cost of a review to see exactly what each choice catches, misses and costs.
An autonomous security robot that maps a site, patrols on a schedule, detects people with YOLO and decides when to escalate. I founded Stratos AI & Robotics to take it from simulation to Nigerian banks and facilities.
