Projects
A selection of professional and toy projects I've worked on over the years (and that I can openly write about)
2026
Remotion Template - Prompt to Motion Graphics
Originally based on my {Tech Europe} Hackathon project, I've been working with Jonny Burger from Remotion to bring this template to life.
It's a boilerplate for anybody looking to start a SaaS based on AI-powered Remotion graphics.
- Converts natural language prompts into animated motion graphics using Remotion.
- Uses Skills Lookup for technical documentation and examples
- Uses In-Browser TypeScript Compilation to directly preview the generated code (also enables self-correcting loops!)
Finale Ligure Trail Map
A Next.js app for exploring mountain biking trails in Finale Ligure, Italy with real-time open/closed status. Built with Leaflet for interactive maps, Supabase for trail data and status updates, and React Query for data fetching. Features filtering by area, difficulty (Singletrail scale), and trail status. Using GitHub Action to periodically update trail status from official sources.
2022
Futuro Farming
Helping farmers predict and prevent diseases in their livestock herds. We developed hardware, software, and machine learning models, scaling across 300+ farms in 20+ countries.
By founding and working on Futuro Farming over 4 years, I've learned what it means to build. Working on a complex product from the greenfield without any guidance and 100% ownership of the technical decisions around our software. Earning only the bare minimum salary to keep the company afloat. But it was the most formative time of my career and I would do it again. During my time there I have worked on the following:
Manufacturing & Assembly Tools: Built software for sensor flashing, RF quality check protocols embedded in a mobile app for the assembly plant and interfaces with laser systems for housing labels.
Cloud Infrastructure: Owned our AWS stack including APIs, databases, data pipelines and machine learning services.
Frontend Applications: Led development of a B2B mobile app serving 300+ users across 20 languages, plus an internal admin dashboard for KPI tracking, customer support and UX validation.
Spotify Playlist Analyzer
A React app that uses the Spotify API to analyze your playlists. Features audio feature analysis with pie chart visualizations, genre tagging, and playlist insights. Built with React, TypeScript, and Tailwind CSS.
Not working anymore due to Spotify API changes 🫤
Solarkraft
A React app that calculates solar metrics for German cities using the Marktstammdatenregister API from the German Bundesnetzagentur. Uses a Cloudflare Worker as a CORS proxy to handle browser same-origin policy restrictions.
Route Builder
A React/TypeScript app using Leaflet for planning cross-country running routes. Features drag-and-drop waypoints both in the map and controls panel, distance calculation, and GPX file export. Uses Geoapify for map tiles.
2021
Data Lineage at BMW Group
Research on how to make data transformations trackable and intuitive in a petabyte scale data catalog. Enabling automated data lineage collection and analysis of Spark Pipelines.
React Native Translation Tooling
A workflow that converts Excel spreadsheets to JSON translation files using a Python script. Integrates with react-i18n for automatic device language detection and fallback handling.
2019
Grand Theft Candy
An AR iOS game built with Swift and ARKit where players collect candy and escape the police. Features multiple collectible items with different effects, 4 police movement patterns that increase in difficulty, and Firebase-powered highscores. Built as a university assignment at LMU Munich.