End-to-end full-stack system for a hotel client. Built a customer-facing booking and enquiry platform, a staff backend for managing reservations and generating receipts, and an admin dashboard with live analytics, booking history, and activity tracking. Handled full deployment, domain setup, and professional email configuration.
Professional frontend for a cleaning and fumigation company. Built the full customer-facing site including service showcase, enquiry system, and mobile-responsive UX.
Independent research project: a computer vision system classifying sign language gestures from image datasets. Applies preprocessing pipelines, ML models, and iterative evaluation, targeting real-world accessibility impact.
Intelligent content recommendation system using Python and ML to personalise output based on user behaviour patterns and preference modelling.
Mobile app for community management with real-time push notifications, event scheduling, and role-based user access. Built with React Native and Firebase.
Responsive web platform for online learning with user authentication, interactive quizzes, and progress tracking, built on Node.js and MongoDB.
Interactive dashboards in Power BI and Tableau transforming complex operational datasets into clear visual insights for management decision-making.
Designed and implemented an enterprise-grade network infrastructure with VLAN segmentation and security configuration, reducing latency by 30%.
The inference engine behind GestureKey — an independent project I have been building post-MSc, live in your browser. Real-time hand landmark detection powered by a MediaPipe neural network, running entirely via WebAssembly. No server, no upload, zero latency. Just your camera.
Building a computer vision system that classifies sign language gestures from image data, with the goal of creating an accessible, real-world assistive tool for the deaf and hard-of-hearing community. Combining image preprocessing, feature extraction, and ML classification, iterating toward a system that generalises reliably across diverse gesture inputs.
Co-founder and lead designer of an independent streetwear brand shipping worldwide. Continuously working on new collections, brand identity, and the e-commerce experience at vision97.vision.
Working through the Google Data Analytics Professional Certificate on Coursera — deepening skills in R, advanced statistical analysis, and structured data workflows to complement existing Python and ML expertise.
Frederick delivered exactly what we needed, a complete web system, built and deployed from scratch, that our whole team uses every day. Professional, reliable, and genuinely understood what we were trying to achieve.
Working with Frederick was seamless from start to finish. He built us a website that genuinely represents our brand — professional, clean, and it just works. Our enquiries have gone up since we launched and our clients tell us it looks great. We couldn't be happier.
Frederick's work on GestureKey genuinely surprised me — the fact that it runs in a browser with no setup, detects hand gestures in real time, and is entirely his own build says a lot about what he's capable of. He doesn't just talk about building things, he actually ships them.
What stands out about Frederick's work is the breadth — full-stack systems, data analytics, AI research. When he showed me the portfolio I was impressed by how practical and production-ready everything looked. Someone who can go from a client brief to a live system independently is exactly what the industry needs.