/*work*/
Selected backend, data, AI, and production work. Each project links to a focused case study with implementation details and evidence where available.
// data engineering / backend
Python ELT platform with PostgreSQL, Prefect orchestration, medallion architecture, and a FastAPI analytics REST API. Containerised with Docker Compose.
// machine learning / evaluation
BSc final-year project benchmarking GPT-4o vs Gemini 2.5 Flash on financial sentiment datasets with F1, latency, hallucination analysis, and McNemar significance testing.
// backend / api
FastAPI backend with JWT auth, SQLAlchemy ORM, Alembic migrations, Pydantic validation, pytest coverage, and Docker deployment.
// client work / frontend / production
Production photography portfolio for a Manchester-based wedding photographer, built with Next.js to match a Pixieset brand identity with improved responsiveness, SEO, and contact reliability.
// mobile / frontend
Cross-platform React Native fitness app with pedometer sensors, MobX state management, real-time step tracking, and Expo integration.
// backend / api
Node.js REST API for fitness and activity tracking with SQLite, Joi validation, Swagger UI documentation, and MVC-style architecture.