9 projects.
Fifteen years.
All shipped.
A selection of work sitting between research and production — from doctoral research through clinical decision support to a global learning platform. No showpiece slides, no fake logos.
Filter by domain or type.
LLMSecTest — OWASP LLM Top 10 as a pytest suite
Open-source test suite that checks LLM-powered applications against the ten OWASP LLM vulnerabilities — prompt injection, data leaks, model poisoning, supply-chain risks. Pytest plugin with SARIF output and CI/CD templates for GitHub Actions, GitLab, and Jenkins. Funded by the Prototype Fund (round 19, 2026), with a second-stage extension applied for.
The Bina School — Adaptive learning paths across 40+ countries
Lead AI Developer for a Cognia-accredited online school (ages 4 – 12, worldwide). Responsible for adaptive learning paths, real-time progress tracking, and data-driven personalised curricula on the school's in-house Precision Education platform.
DoppelCheck — Local disinformation detection in the browser
Browser extension that detects disinformation in real time — with local ML and no data leaving the device. Finalist at the 4D Digital Rights by Design Award 2024. Funded by Media Lab Bayern and the WPK Innovation Fund.
SpotTheBot — Gamified detection of AI-generated text
An education platform that trains the eye for AI-generated text through play. A digital-literacy tool built around interactive learning. Funded by the BMBF and the Open Knowledge Foundation.
ARTeFact (Spiegelbox) — AI installation at Globe Theatre
Interactive AI installation at Globe Theatre Leipzig, examining the ethics of AI-assisted empathy exploitation — through a phenomenologically composed encounter between visitor and model.
Großes Wechselspiel — Generative AI & cardboard for art teachers
Professional development workshop for art educators: the creative tension between cardboard construction and generative AI in the classroom. Hands-on experiments designed and run on-site.
KNW-Opt — ML for shallow geothermal systems
Machine learning for predictive modelling and optimisation of shallow geothermal systems — including thermal-conductivity prediction. Peer-reviewed publications at GeoZentrum Nordbayern.
AMPEL — Clinical-grade CDSS at UK Leipzig
AI-driven Clinical Decision Support System for real-time laboratory diagnostics, deployed across 1,500+ hospital beds at University Hospital Leipzig. Co-first author of the primary AMPEL publication in JMIR Medical Informatics (2021).
Symbol Grounding — Dissertation & Springer Award
Foundational research on how artificial systems develop meaning. Dissertation at the Otto-Friedrich-Universität Bamberg; "How Failure Facilitates Success" won the Springer Best Paper at the 11th AGI Conference in Prague.
Between research and practice, in numbers.
§ 03 — Your project?
Which could be yours?
In the first call we sketch how your idea fits into this selection — or why it's going to be something different entirely. Happy to share reference contacts on request.