About Me
I'm an AI/ML software engineer and a freelancer. My work runs from research and algorithm design through to the software that puts a model in front of the people who use it.
Day to day that means reading and testing ideas, designing and implementing algorithms, training and evaluating models for vision, language and prediction problems, and building the services around them.
I also build automation tools on top of that work, including tools for CAD and GIS teams that take repetitive drafting and mapping tasks off their hands.
AI & Machine Learning
Models for vision, language and prediction, taken from experiment to a deployed service.
- Computer vision and NLP
- Deep learning with PyTorch and TensorFlow
- Model training and evaluation
Algorithms & Research
Turning a problem into an algorithm, and an idea into a tested result.
- Algorithm design and implementation
- Experiments against clear baselines
- Research prototypes and write-ups
Software & Automation Tools
The software around the models, plus tools that automate specialist work.
- Back ends, APIs and web apps in Python
- Automation tools for CAD and GIS
- Deployment with Docker and cloud