fablr
Mobile app, 2026
A book app for people who spend more time picking a book than reading one. React Native and Supabase, matching on what a story actually does instead of on its cover.
Nordwasser telematics
Practice transfer, 2026
A Summer of Solutions practice-transfer project with Nordwasser GmbH, alongside Fraunhofer IGP and The Future Living. I owned the technical concept, architecture and data protection in a team of five: a vendor-independent telematics concept for 138 vehicles over OBD dongles, keeping the data in-house, delivered as a 40+ page specification with a cost-benefit calculation, CO₂ estimate and rollout plan.
Vitals from video
Hackathon, Jul 2026
Healthcare Hackathon Berlin, on a case with caire: estimating vital parameters from video with remote PPG, plus LLM-based evaluation and alerting tied into the patient history.
Aline AI Core
Hackathon, Apr 2026
Top 3 of over 300 participants on a Finanz Informatik case. An agent that reads a business requirement, splits it into developer tasks, and opens the pull requests for them.
Calf health sensing
Research, ongoing
A smart jacket for calves, built from Arduino and Raspberry Pi hardware, that watches for early signs of respiratory illness, with a PyTorch and OpenCV pipeline behind it. Annotated in CVAT, tested in a real barn.
Drones over 5G, simulated
Network modelling, 2025
A discrete-event OMNeT++ model of drones talking to each other over a 5G network: how the link holds up under load, with throughput and latency measured rather than guessed at. Built as a university project.
ArbiterMed-MCP
Agent tooling, Apr 2026
An MCP server with no dependencies that gives a general model a medical reference to work from, including structured extraction of the statistics buried in papers.
nano-gpt2
Learning project, Apr 2026
GPT-2 written from scratch in PyTorch, because reading about attention is not the same as implementing it. Embeddings, causal multi-head attention, training loop.
ESP32 encrypted chat
Hardware, 2026
Two ESP32 boards talking to each other with encrypted messages, no router and no internet anywhere in between.
FRITZ!Box 7490 teardown
Security research, 2026
Reverse engineering my own router: the FTP boot window accepts an unsigned image before any authentication, which is enough to recover stored credentials from a device you have physical access to. Claude Code helped as a static analyser on the firmware.
rfidpoll
Open source
A small open-source tool for polling and reading RFID tags from a reader, made to be simple to script against rather than a heavy framework.
