Research & Development

Projects

Experimental systems, learning projects, and technical implementations combining computer vision research with full-stack development.

6
Total Projects
4
In Progress
2
Completed

Project Categories

Computer Vision

Face detection and recognition prototypes, object detection in the browser, and the write-ups behind them.

4 Projects

Machine Learning

Classical techniques such as PCA and similarity matching, worked through with maths and code.

1 Project

Full-Stack Development

The web platform and CMS that publish these projects and host the in-browser demos.

1 Project

ML Security (Study Notes)

Learning how adversarial examples affect machine learning models, through reading and small experiments.

Learning notes

Tools & Frameworks

The tools and frameworks used across these projects and in day-to-day development work

Research & ML

Computer vision and machine learning libraries used in the prototypes

PythonOpenCVNumPyscikit-learnTensorFlow.jsGradio

Frontend Development

Modern web technologies for responsive interfaces

Next.jsReactTypeScriptCSS3HTML5

Backend & Data

APIs, services and databases

Node.jsPythonMongoDBExpressFlask

Tools & Deployment

Version control, CI and hosting

GitGitHubGitHub ActionsVercel