- In the wild part failure prediction for automotive parts.
- Server fleet failure prediction for Mulesoft. Giving a warning to do load shedding.
- Real-time Vehicle routing, Get a couch from where you are, to where you want it to be.
- Taxi fleet maintenance optimization and failure prediction for a latam taxi company. Saved entire cars.
- Automated sports highlights - Feed in video, get nicely cut highlights of diving catches, touchdowns, etc.
- Wound identification and mangement - Identify what sort of wound, label and categorize the tissue.
- Account grading and revenue optimization for ARM.
- Maritime anti-piracy - Identifying pirate skiffs, at risk vessels, and routing them aroound danger.
I'm a data scientist with more than 15 years experience who has worked with major automakers, shipping companies, and F100 companies, I'm looking for my next project. An ideal fit is a small/medium company with green or brownfield problems that need solving.
I'm skilled at building from 0 to 1, I normally do what is now called data engineer, data scientist, and machine learning engineer as one person. My work usually involves finding non-traditional datasources - Once it was USDA data for rural community demographic enrichment, Several times it was getting hands on with people or equipment. If we work together I'll do what I need to in order to solve the problem.
Technologies/techniques: Machine learning/AI, LLM's/RAG, All the tools surrounding ML and AI, A whole host of others.
Contact me if you have a tough challenge I can gnaw on.