Building across silicon, steel & systems.
(02) — Working principles
(03) — Four stacks
Still learning all of them
i
The software stack.
Full-stack web, internal tools, scripts. The layer most people actually see. Dashboards and workflows — usually TypeScript, Python, or whatever the team already lives in.
TypeScript
React
Python
Postgres
Vercel
ii
The hardware stack.
PCBs, microcontrollers, embedded. The bridge between the code and the thing it controls. Custom boards, soldering, firmware in C or MicroPython. Still figuring out how much of this I can do without burning the workshop down.
Freecad
ESP32
Arduino IDE
C · MicroPython
Scope
iii
The mechanical stack.
CAD, fabrication, brackets that hold. The layer with weight. Parametric modelling, 3D printing, light CNC work. My least-polished domain — which means everything is still a lesson.
Fusion 360
Onshape
FDM · SLA
CNC · router
Bench work
iv
The AI layer.
Claude, MCP, agents, prompt design. The layer that now runs through all three others. Deep in Anthropic's ecosystem — Claude Code, the API, MCP, agent skills, subagents — certified across fluency, agents, and the protocol itself.
Claude · Code
MCP
Agent skills
Subagents
Anthropic API
(04) — Selected builds
Case studies loading
(05) — Credentials · Learning log
15 completed · 2026
A running log of where the hours went — Anthropic, Coursera, IBM, Vanderbilt, Sololearn. Heavy on AI fluency, agents, MCP, and the Claude ecosystem. Continuously updated.
(06) — About
Almost full-stack
A beginner engineer — sincerely — working across software, hardware, mechanical and AI. Based in the Netherlands. Currently in business at a sustainability firm (solar, storage, heat pumps) and a real estate brokerage, where I ship internal tools and AI workflows. Happiest when one project spans several disciplines, and the only way forward is to read another datasheet.
Doing
- Energy sector tooling'26
- Real estate workflows'26
- AI agents & MCP servers'26
- Embedded prototypes'25
Learning
- Neural Networksnow
- PG Vector and BM25soon
- Machine Learningslow
- Control theoryalways
Tools
- VS Code · Claude Codedaily
- Freecadweekly
- Antigravityweekly
- Coffee · notebookmonthly
(07) — Available for a conversation
Say
hello
→