GMM Desktop App
A complete, tested desktop workflow for importing, aligning, analysing, visualising and exporting landmark-based shape data.
Read case studyProjects
Tools and workflows shaped by real problems
Personal products come first: systems I designed around real needs and use myself. A separate, anonymised case study covers the analytical methods I built for student research.
Personal products
Built from recurring, practical problems
Local-first learning, environmental monitoring, scientific analysis, creative tooling and defensive network observability.
Automated 3D Landmarking Pipeline
An end-to-end desktop pipeline that turns CT studies and surface scans into analysis-ready anatomical landmarks with uncertainty-led human review.
Read case studyMulti-Species Pelvis Morph Explorer
An interactive 3D comparison that morphs one shared pelvic surface among human, chimpanzee, bonobo, gorilla and orangutan forms.
Read case studyPolymarket Lab — Statistical Strategy Test-Bench
A self-hosted paper-trading laboratory that tests prediction-market strategies against independent virtual portfolios and a no-action control.
Read case studyGerman Learning Workstation
A local-first Raspberry Pi learning kiosk that combines structured German content, spaced review, exercises, audio and printable study tools.
Read case studyHome Environment Monitor & Weather Assistant
A 24/7 Raspberry Pi system that joins indoor sensors, local forecasts, deterministic advice and a tightly constrained Telegram assistant.
Read case studyLocal Image Studio
A local-first AI image workspace for printmaking, with a persistent job queue, measured GPU use and reproducible output records.
Read case studyRaspberry Pi Network Auditor
A local, defensive observability project for understanding devices and traffic patterns on networks I own or administer.
Read case studyWork with students
Analytical leadership, carefully attributed
I designed and implemented methods around other people’s research questions. Public examples describe the reasoning and reusable infrastructure, never student identities or sensitive datasets.
Analytical Leadership Across Student Research
Reusable analysis pipelines, validation strategies and visual tools developed around more than fifteen student research projects.
Read case studyPublic boundary: no student names, named populations, specimen identifiers, collection identifiers, individual records or private research images are included.