

Agentic systems that never sleep.
Notes and projects on applied AI: finding the work worth automating, then building pipelines that do it for cents, around the clock.
Notes on applied AI, the economics of agents, and what I've shipped.

VergabeHero
An autonomous platform that crawls every German procurement source and surfaces only the tenders that fit.

Research@msg
Agentic compliance systems that draft accurate, well-cited audit reports.

Business@AI
On Frankfurt School's Studio 57: exchange semesters in Berkeley and Hong Kong, and moving from finance into AI.

FS-Hub.com
An AI networking graph for a whole university's students and alumni — 300+ users in the first day.

AI Intern
Crawlers and AI pipelines hunting insolvencies and unusual balance sheets — 5B+ tokens a month at peak.

Captcha Chrome Extension
An OCR model that solves Bundesanzeiger CAPTCHAs in under 50ms, shipped as a Chrome extension.

Neura Labs AI
The lab I co-founded — consulting startups on agentic systems and a home for research projects.

Math Book
A 50-page graphical-calculator handbook for exams — over 5,000 downloads.

Login Solutions
A digital school-registration system built during lockdown, featured in the Weser Kurier.


