Independent software studio
Mag Uidhir builds tools that take the detours out of learning and work: a tutor that marks your handwriting on the page, a job hunt dashboard that finds roles and keeps every application in one place, and a course that makes sure the fundamentals are yours.
Products
Each product started as a tool built for a real problem, and each one is in use for exactly that.
Circle work on a reMarkable tablet in red to have it marked, in blue to have it explained, or write a command in grey. Each colour starts an agent grounded in your own course materials.
ExploreThirty sessions across six caverns, from raw iteration to a neural network that reads letters, built with nothing but the standard library and your own hands.
ExploreFinds jobs from the employers you follow, rates each one on how well you fit it, and manages every application from one place, with your CVs stored alongside and suggested changes for each role.
ExploreFlagship product
Circle work on a reMarkable tablet in red to have it marked, in blue to have it explained, or write a command in grey. Each colour starts an agent grounded in your own course materials.
Next: a teacher dashboard for designing lessons, and a student dashboard for creating tutor agents from their own course content.
Research
A metric that an optimiser is minimising cannot be the evidence that the optimiser is right.
A study of 5,000 faces showing that a widely used reconstruction pipeline renders skin too light, and an honest test of whether a biophysical correction can repair it.
Read the findingsHobby projects
Counter-Strike tools and small utilities, built for fun and held to the same standard as the products.
Public and embedded
For recruiters
Computer Science at the University of York, a summer building data pipelines at Siemens Mobility, and everything on this site. Open to graduate roles in data and machine learning engineering.