Why to how.
Working at the edge of what AI can do and what people actually need.
Experience
Ecosystem
The institutions and ventures behind the journey.
Live Feed
What's Happening
Teaching Award Nomination — Machine Learning SS26
University of Bayreuth, Germany
Honored to be nominated for the Goldene Kreide prize for designing and teaching the Time Series in Machine Learning exercise for this semester's Master's students.
Learn moreDeutschpath v1.0 — AI German Learning Platform
macOS & Windows
Releasing the first version of Deutschpath, a local AI-powered German language learning app for Mac and Windows. Just connect your own Gemini API key to get started.
Learn morePoster Presentation — Bavarian Conference on AI in Medicine
Munich, Germany
Presenting our poster, 'Balancing Privacy and Utility in Medical Reports: A Comparative Analysis of Anonymization Strategies,' at the Bavarian Conference on AI in Medicine.
Learn moreSelected Work
Problems worth solving. Outcomes worth measuring.
DeutschPath
AI Language Learning Platform
Shipped V1 standalone app powered by Gemini Vision and Next.js — a self-directed product from 0 to launch.
PhysioNet Challenge 2025
Chagas Disease ECG Screening
Engineered a 15 MB CNN-BiLSTM-Attention model for Chagas disease screening from 12-lead ECGs — ranked 10th globally out of 41 teams with a 0.238 Test Score.
Master's Thesis
Clinical Trials NLP Pipeline
Fine-tuned domain-specific BERT models to classify IPD availability in clinical trial records from ClinicalTrials.gov — research presented at MIE 2024 in Athens.
Software Project Management
Agile Product Ownership at Scale
Acted as Product Owner for an 11-member Agile team at Siemens Healthineers — managed backlog, ran sprints, and delivered a functional software product on schedule.
Digital Tech Fellows
Startup Incubator · Agile Business Design
Completed a 60+ hour program at a startup incubator — built a digital business model through agile Business Design, prototyping, and pitching in interdisciplinary teams.
Medical Device Regulations
CE Mark Lifecycle Simulation
Simulated the end-to-end lifecycle of a medical device from concept to CE-mark approval — analyzing regulatory pathways and compliance requirements across EU and global regions.
Gallery
Awards
Golden Kreide 2026
Nominated for the Golden Kreide Award 2026 at Universität Bayreuth for my teaching contributions in Time Series in Machine Learning
Conference
CIN25
52th Computing in Cardiology conference
Oxford 2025
MLOx Summer
Oxford Machine Learning School
Conference
MIE24
34th Medical Informatics Europe Conference
Awards
Deutschlandstipendium
3 times winner of the German National Scholarship
Competition
Hackbay 2023
Hackathon
Product Design & Development
Digital Tech Academy
Product Design & Development Program