Matt Pearson
About

The longer story.

I’m a final-year Computer Science and AI student at the University of Bath, on the integrated masters with a placement year. I like problems where the answer isn’t already known, and I care a great deal about not overstating what the answer turned out to be.

How I got here

I took Maths, Computer Science and Physics at A-level and an EPQ asking whether computer-aided diagnosis was ready for large-scale use. That question — a technology that works in a paper but has to survive contact with real clinical practice — is roughly the question I’ve kept asking since, in different clothes.

Bath came next, then a year at Kontron on their device management product, working across development and QA. The most useful thing I built there wasn’t a feature: it was a Jenkins test runner that let anyone specify a set of tests and get results back, which finally got the dev-ops and development teams running the same suite instead of two different ones.

Rowing, and what it’s actually for

I rowed in the British Rowing Performance Development Academy and won medals at the Senior British Championships and at BUCS. This year I switched to sweep for the university squad for the first time and made the first boat. We didn’t qualify for Henley, and we were fractions of a second off the A final at BUCS — so by the numbers it wasn’t a successful season.

I mention it because twelve-plus sessions a week alongside a degree and a full-time placement is the clearest evidence I have about how I work: consistently, early, and without needing to be chased. And because learning a new discipline well enough to make a first boat inside a season is a fair proxy for how quickly I pick things up.

A month in Peru

I spent a month travelling Peru alone. It is the single most useful thing I have done for my own judgement — every day is a series of decisions made on incomplete information in a language you only partly speak, and you find out quite quickly whether you actually solve problems or just prefer the idea of solving them.

Outside all that

Fifteen years of football, including captaining teams and running the social side of the department side. Hiking, guitar, badminton, and slowly improving French and German.

Education

MComp Computer Science and Artificial Intelligence

University of Bath. Integrated masters with placement year. Final year 2026/27.

  • First class in all three years of study
  • 82% dissertation
  • A*A*A* at A-level in Maths, Computer Science and Physics, plus an A* EPQ
  • Henry Pearson-Gates award for outstanding A-level studies
  • UKMT gold at every level; British Physics Olympiad silver
Coursework

What I’ve studied recently.

Final-year modules, in brief.

Reinforcement Learning

Built and compared reinforcement learning methods on Atari Space Invaders, then researched intrinsic motivation as a second piece.

Natural Language Processing

A full sentiment classification pipeline on IMDb reviews, tuned end to end.

Cyber Security

Analysed the security of a live transaction by working through its HAR files.

Digital Business Innovation

Studied which of Spotify's innovations actually drove its growth.

Entrepreneurship

Developed a brand concept for AI security training aimed at financial services staff.

Experience

Where the work has happened.

2024 — 2025
Software Engineer, Kontron

A year on the Kontron Device Management product, across development and QA. Shipped Angular and TypeScript features from first bug fix to full sets, documented more than fifty defects, and built the Jenkins test runner that finally got dev-ops and the dev team running the same suite.

2026
Sponsorship analytics extern, NY Racing

Building the visibility model behind NASCAR sponsorship ROI: a full Cup Series season of race results joined to Reddit, YouTube and news exposure, then tested for what actually moves together.

2023 — 2025
Student Ambassador and peer mentor, University of Bath

Led campus tours and virtual open days for the computer science course, and mentored first-year students through their first months.

2022
Work experience, embedded systems, Secure Thingz

Microcontrollers and IoT security in Cambridge — where the interest in systems that have to be trustworthy started.

Tools

What I reach for.

Listed because people ask, not because a list proves anything.

Languages
PythonTypeScriptJavaScriptJavaCSQL
Frameworks
ReactNext.jsAngularAstroNode.jsPyTorchscikit-learnTailwind CSSSanity
Tools
GitJenkinsDockerAWSCloudflareVercelVitestJestSelenium
Ways of working
Agile and ScrumTest-driven developmentCI/CD
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