Sheet 02 / Projects
Projects
Things I've built at work, at university and in my own time: what the problem was, how I approached it and how it turned out. Some are finished; a few are very much in progress.
- Boost — Finance API AdapterA production service that connects an in-house CRM to vehicle-finance providers.Professional · 2026Production
- From Polling to EventsMoving a CRM from polling loops to an event-driven architecture: live notifications, and email within seconds.Professional · 2026Active
- Triagent — AI Code ReviewAI code reviews on every pull request, with a triage board shared by people and coding agents. Version 2 is in progress.Professional · 2026Rebuilding
- Automated Race Timing SystemComputer vision that spots runners, reads their race bibs and times them automatically.ResearchCompleted
- Human Activity Recognition (WISDM 2.0)Classical machine learning versus deep learning for recognising activity from smartphone sensors.Research · 2025Completed research
- Novel EngineAn AI writing system for long-form fiction that keeps track of what's true in the story, and who knows it.Personal · 2026Work in progress
- AI-Assisted Website & CMS EditorLetting an AI agent edit a live website without giving it the keys to the server.PersonalProduction
- KnowledgeFlowGiving coding agents the project knowledge they need, instead of the whole codebase.PersonalWork in progress
- Self-hosted Personal PlatformThe infrastructure behind this site and the apps at apps.jaketalling.com.PersonalActive
- Cycling FTP PredictionPredicting a cyclist's Functional Threshold Power from their training data.ResearchPrevious project