A selection of my projects and experiments
ETHGlobal Prague 2025 — 2× 1st place
A decentralized marketplace to request, verify, and pay for private, auditable AI inference. ML models compile into zk-SNARK circuits, so a provider can prove a specific model produced a specific output without revealing the model or data.
TUM Master's thesis + working pilot
My TUM master's thesis, turned into a working system. A Digital Product Passport platform built on Asset Administration Shell (AAS) digital twins: once the integrations are in place, it spins up a standards-compliant digital twin for a product with a single click.
AUA capstone — NLP transliteration
An NLP toolkit for character-level transliteration using sequence-to-sequence models and transfer learning (a character-level Fairseq fork). Ships pre-trained models and JavaScript & Python client libraries.
Think. Make. Start. (TUM)
A wearable that exchanges contact details when two people shake hands at conferences and events. Embedded firmware paired with a Flutter companion app.
rentcard GmbH — TUM project study
Built and A/B-tested an AI-driven go-to-market pipeline and lead magnets for a B2C platform, validating AI-assisted marketing and growth experiments.
FAST ML final project
Trained a StyleGAN to generate original carpet designs for Megerian Carpet. Augmented ~600 scraped samples 8× and produced compelling synthetic designs.
Interactive R Shiny dashboard
Pulls real NBA APIs, derives statistics about players and teams, and visualizes them in a fully interactive R Shiny dashboard.
Open Gov Data Hackathon — Winner
A feedback system for ambulance services with user-ID database lookup and SMS verification, built in a 2-day hackathon and awarded first place.