Selected Work

A React + Vite advent-calendar experience with daily unlocks, mini-games (e.g. calendar quiz), QR flows, and persistent user state for a playful December countdown.

Production deployment layer for the CrohnMate health companion: Dockerised services, Nginx, SSL, monitoring hooks, and automated deploys so the stack stays observable and secure.

Personal Crohn’s disease diary: structured daily logs (symptoms, food, context), FastAPI backends, Discord bot UI, ML pipeline for temporal features and risk-style signals, plus recipe and AI text layers.

Web control panel for Linux hosts: start/stop/restart whitelisted systemd services, stream journal logs, and watch CPU, RAM, disk, temperature, and network in real time — with optional AI assistant and dynamic DNS helpers.

Mobile-first PWA for people with ileostomy: log urine and ileostomy output, fluids, meals, meds, and vitals; hydration balance, safety traffic-light, reminders (Discord/push), PDF reports for nurses, and automatic alerts.

Structured documentation for production-style RAG: canonical ingestion models, adaptive retrieval (simple, enriched, multi-backend), query routing, hybrid sources (docs, SQL, graph), freshness, metrics, and implementation phases.

Upload your own PDFs and notes, define a study goal, and get structured study material, practice questions, and chat answers grounded in your files — with agents for planning, writing, and evaluation.

Next.js 16 frontend for a football transfer intelligence product: dashboards, filters, charts, auth-aware flows, and i18n — consuming backend APIs for player and market data aimed at agents and power users.