Personal project — open source
Revision system for GCSE and A-Level students using spaced repetition, mastery tracking, and AI study sessions with structured context.
- Operational problem
- Existing revision tools track time spent, not mastery gained. AI tutoring without structured student context is just a chatbot.
- What I built
- Scheduling engine (modified SM-2), AI study sessions with context assembly, source ingestion pipeline, parent reporting, multi-tenant identity model.
Read case study Clinic operations system
Workflow automation for clinic operations: booking integration, event-driven gap detection, outreach logic, and staff tooling.
- Operational problem
- Empty appointment slots were managed through diary checks, ad hoc outreach, and fragmented staff memory.
- What I built
- Booking API integration, automated gap detection, AI-assisted outreach, standby claiming workflow, and an operations dashboard.
Read case study School workflow system
Internal workflow system for schools covering drafting, evidence, oversight, and action queues in a high-trust environment.
- Operational problem
- Student-support work was spread across documents, inboxes, spreadsheets, and inconsistent staff processes.
- What I built
- AI-assisted drafting, evidence bank, reference studio, staff action queue, pipeline visibility, and audit trail.
Read case study