Clinical expertise for AI teams
I help teams evaluate medical reasoning, spot unsafe answers, and turn clinical feedback into concrete product improvements.
German specialist in internal medicine. Clinical AI evaluator. Founder building cardiac rehabilitation software.
Remote from Germany · Freelance projects · German, English & Arabic
A focused starting point
One feature. Fifteen agreed clinical scenarios. A report your team can act on.
Scope, fee, language and delivery date agreed before work starts.
Medical AI evaluation
Case authoring, response comparisons, annotation rubrics, and benchmark review.
Multilingual medical quality
German, English, and Arabic review, with attention to negation, uncertainty, terminology, and patient comprehension.
Clinical product feedback
Workflow and usability review for digital health and SaMD teams.
These services support product development and evaluation. The pilot does not provide patient care, regulatory certification, or a clinical validation study.
Clinical practice meets product development
I am a Facharzt für Innere Medizin based in Mönchengladbach, Germany, with medical informatics and software development experience. My work spans cardiac rehabilitation, clinical AI evaluation, and building digital products.
Founder developing cardiac tele-rehabilitation and aftercare software. The product is in development and has not received CE marking.
Explore CordiVivo ↗Builder of an audio learning product, bringing practical experience turning an idea into usable software.
Explore EchoDecks ↗See a 15-case evaluation design, a severity rubric, and worked examples using fictional clinical information.
Read the sample ↗Work together
Share the feature, intended users, review language, and target timeline. We can define a small paid pilot around the questions that matter most.
Please describe the project without including patient information.