Projects

Selected work from internships, university, and personal builds.

Sortfolio photography semantic image organisation platform
Final Year Project

Sortfolio Photography Semantic Image Organisation Platform

React.js Django PostgreSQL AWS Amazon Rekognition SBERT
  • Developed a full-stack photography portfolio platform enabling automatic image classification, semantic search, and dynamic album generation through CNNs and vector embeddings.
  • Integrated Amazon Rekognition and Sentence-BERT embeddings to automate hashtag generation and semantic album creation using cosine similarity and natural language prompts.
  • Designed scalable cloud-based architecture with Amazon S3, Django REST Framework, and JWT authentication, alongside automated testing and analytics visualisation features.
NatWest Code Club progress tracker
Private prototype

NatWest Code Club Progress Tracker

MongoDB Express.js React Node.js
  • Full-stack website in a team of 20 using Agile to improve signup and progress tracking for 45,000+ students.
  • Coordinated Jest testing with database and method mocking alongside unit and integration tests.
FDM employee portal application
On GitHub

FDM Employee Portal Application

React Next.js Prisma ORM
  • Led a team of 7 to deliver a full-stack HR portal using Agile methodology.
  • Daily stand-ups and stakeholder presentations; 1st place in the Software Engineering Project Competition (8 groups).
Weather application for construction site managers
Private prototype

Weather Application for Construction Site Managers

React Next.js Tailwind CSS OpenWeatherMap API
  • Led a team of 4 to build a responsive weather app with location-based OpenWeatherMap data.
  • Prototyped in Figma with requirements documentation and a 10-minute evaluation video.
Careers advisory chatbot website
Private prototype

Full-stack Careers Advisory Chatbot Website

HTML CSS PHP JavaScript SQL OpenAI API
  • Full-stack web application using Ada, Babbage, Curie, and Davinci APIs for prompt processing.