SafeAssess
An AI risk-assessment tool for care homes. Full-stack build with React, Supabase and the Gemini API, delivered end to end with pilot onboarding and a GDPR posture.
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Sam Dunning
Founder of Math Mate | Full-Stack & AI Developer
Data Science & Analytics - University College Cork
First Class Data Science graduate from UCC with a passion for machine learning and making a positive impact. I founded Math Mate, an online maths tutor for the Irish Junior Cycle and Leaving Cert curriculum. Alongside Math Mate, I work as a freelance full-stack developer, building AI products for clients end to end. My experience spans research at Tyndall Institute, cybersecurity at Kerry Group, and an LLM reinforcement-learning final year project. Always excited about using AI and software to solve meaningful problems and make the world a bit better!
Freelance & Product Work
Math Mate
An online maths tutor for the Irish Junior Cycle and Leaving Cert curriculum, with an AI Socratic tutoring engine and a teacher dashboard. Built with React, Supabase and Stripe.
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LLMs for Reward Functions in RL
Final year research using large language models to generate reinforcement-learning reward functions from natural language, with a testbed evaluating accuracy, consistency and robustness. Won the yieldHUB Excellence in Data Science Award.
View on GitHubChordGen
A trained neural network that turns a sung melody into music played by any instrument, with temperature control over the generated chord progressions.
View on GitHubJPDB Flashcard Story Tool
A language-learning tool that generates stories to read and listen to, built from the vocabulary due on your JPDB review list.
View on GitHubMulti-Agent Kit
A toolkit for running multiple Claude Code agents as autonomous AI "employees", with templates, orchestration scripts and a dashboard.
View on GitHubBackground Habit Tracker
A lightweight habit tracker that lives quietly in the background of your desktop.
View on GitHubTranslingual Audio Converter
A Python tool using the OpenAI API to convert audio files (podcasts, video, etc.) from one language to another, for language learning or quick translation.
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