Engineer by instinct. Developer by obsession. Builder of things that probably shouldn't exist.
AI research, agent architectures, security research and systems design, built on 20+ years of hands-on engineering.
- Anthropic Cyber Verification Program (CVP) participant, with Claude Mythos access
- OpenAI Daybreak participant
- Vulnerability research and bug bounties, with responsible disclosure
- AI research, local inference, agent-first architectures, model harnesses and autonomous tooling
AI & Software — LLMs, agent harnesses, AI infrastructure, Python, TypeScript, C++, C#, JavaScript, SQL and systems architecture.
Security Research — Reverse engineering, vulnerability research, application security, protocol analysis and responsible disclosure.
VR & XR — Meta Quest Pro reverse engineering, VRChat development, UdonSharp, OSC, VRCFT, face tracking, avatar systems, custom shaders and real-time VR interactions.
Simulation & Physics — Fluid dynamics, aerodynamics, gas flow, pressure systems, vehicle dynamics and real-time physics.
Electronics & Embedded — Arduino, microcontrollers, circuit design, oscilloscope diagnostics, stepper motors and CNC control.
PC Hardware & Systems — Building PCs since 2003. Enthusiast water-cooling since the early White Water / Maze3 era: custom hardline acrylic and soft tubing loops, pump and radiator optimisation, thermal management, overclocking and bespoke system integration.
20+ years in automotive engineering — diagnostics, ECU development and remapping, reverse engineering, embedded electronics, PCB-level repair, custom engine management, harnesses, engine building and performance calibration.
Qualified in automotive diagnostics, MOT testing, HV systems, battery technology and refrigerant handling.
Fabrication & manufacturing — CAD, Blender, 3D modelling, MIG/TIG/ARC welding, CNC machining, 3D printing, prototyping and custom hardware.
Self-taught across software, AI, automotive engineering, electronics, fabrication and digital manufacturing.
Understand the system. Challenge the assumptions. Build the thing properly.