I design industrial structures by day. By night, I leverage AI to ship complex software that others estimate in years. 30+ products in 5 months — zero academic CS background.
As a technician at Holzhof, I manage a catalog of over 1000 industrial items. Each product requires up to 23 technical files (CAD, 3D, Manuals, Certifications).
The bottleneck was critical: manual management of over 16,000 files was slowing down the company. Instead of accepting it, I developed an Industrial Automation Suite in Python: an integrated ecosystem that automates the entire document pipeline.
"The result? I reduced batch generation time by 99% (from 100 hours to 2.5 hours) and eliminated transcoding errors."
After seeing the Industrial Automation Suite running on corporate servers, I realized there were no more limits. If I could automate such a complex industrial pipeline, I could bring any idea in my head to life.
Over the last 5 months, I've developed a "taste" for compulsive shipping: I fell in love with PWAs (Progressive Web Apps) for their speed and independence from stores. I've built a ton of prototypes, experiments, and working products outside of working hours, during evenings and weekends, refining a method that allows me to go from idea to deploy in hours, not weeks.
I design the architecture (React, PWA, APIs) and use AI to generate robust boilerplates — saving weeks of manual setup.
While others discuss the stack, I have an MVP running. I integrate GenAI and business logic in 48-hour cycles.
The result isn't a prototype: it's real, scalable software used by companies and end-users every day.
➜ scan 30+ repositories (PWA, SaaS, AI tools)
➜ detect production-grade PWA architectures (Amunì, RoadGenius, Smart-Cart)
➜ verify AI integration: GenAI itineraries, expense OCR, smart checklists
➜ verify hardware: ESP32 automations, 3D printed functional parts
RESULT: Execution speed 4x industry avg. Full concept-to-production capability.
// A selection from over 30 software suites and micro-SaaS built in the last 5 months.
Professional ecosystem for high-performance native PWAs. Native power, zero download, AI DNA.
Open EcosystemAI Roadtrip assistant. Generative itineraries, expense tracker with OCR, photo galleries and gamification.
Launch AppSmart checklist powered by AI. Auto-generation based on weather, destination and trip duration.
Try ToolManagement PWA for professional kitchens. Shifts, menus, bookings, data export and analytics — paperless.
Open AppHigh-performance audio player PWA. Ultra-fast streaming, mobile-first UI and zero-cost hosting.
Play NowSmart shopping. Lists, categories, and loyalty cards with barcode scanner. 100% offline, zero authentication.
Launch AppAI checklists, automation tools, computer vision experiments, and custom management suites.
Interested in more? Let's TalkMy daily work at Holzhof taught me to design, build, and deliver things that must work in the real world. Every day I work with steel, wood, and safety regulations.
In my spare time, I apply the same mindset to digital and electronics. Result: I understand a product from hardware to deployment.