Things I've built.

A mix of personal projects, university work and things I've built for clients.

CGU Design & Construction — Website & IT Infrastructure
Redeveloped a construction company’s website and migrated its email services to Microsoft 365, including Outlook configuration.
- Client Work
- Email Migration
- IT Consultancy
- Microsoft 365
- UI/UX Design
- Web Development
Neural Network from Scratch
Implemented a multi-layer perceptron using Python and NumPy, covering forward propagation, backpropagation and gradient descent without a machine learning framework.
- Linear Algebra
- Machine Learning
- Neural Networks
- NumPy
- Python
Age Classification Model Comparison
Compared SVM with HOG features, a SIFT-based Bag of Visual Words approach, and a CNN for facial age-group classification on the same dataset.
- Bag of Visual Words
- CNN
- HOG
- NumPy
- OpenCV
- PyTorch
- Python
- SIFT
- SVM
- Scikit-learn
Full-Stack CMS Platform & Self-Hosted Infrastructure
A content platform built with Next.js, ASP.NET Core and PostgreSQL, with Docker services behind Cloudflare Tunnel and media stored in Cloudflare R2.
- ASP.NET Core
- Cloudflare R2
- Cloudflare Tunnel
- Docker
- Netlify
- Next.js
- PostgreSQL
CP Consultancy Services — Consultancy Website
A complete consultancy website, from interface design to deployment, giving CP Consultancy Services a clear and professional online presence.
- Client Work
- Deployment & Hosting
- Domain & DNS Configuration
- Performance Optimisation
- Responsive Web Development
- Technical Consultancy
- UI/UX Design
- Website Design