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Aiden Bradwell

Projects

Nothing excites people like three-year-old projects with accompanying videos of me as a younger lad, eh? Enjoy some archives from pre-industry, and pre-24/7 startup coding.

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Built

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Cover photograph used across the Bradwell Music site
2025

Bradwell Music

A player for ten original tracks, built around a gramophone transport and shareable links.

A personal favourite of mine, a Vite & React web app which includes a cute record player and streams a recently recorded album.

  • TypeScript
  • React
  • Vite

All modern work

2025 to now
Digits isolated from a cluttered source image and labelled by the network
2022

Number Recognition

A convolutional network that finds and reads fixed-font numbers inside cluttered images.

Thirteen layers, trained in TensorFlow over a hand-labelled set of 3,992 digits, sitting behind a pre-processing step that isolates candidate numbers before they reach the network. It read all four digits correctly on 1,294 of 1,324 test images, which is 97.7 percent. Nearly all of the remaining error came from the Canny edge pass rather than the network, so the next thing to try would be different threshold values or a blur stage.

  • Python
  • TensorFlow
  • OpenCV
  • NumPy
  • Computer vision

All university work

2021 to 2022