Balun Energy
CTO of a Viennese Startup making world's best wind power forecasts with AI. ~3mio€² in funding, forecasting for 20%¹ of Austria's wind capacity.
Projects
Showcasing some of my stuff! Click a tag to filter the list.
Anomaly Detection for European Steel Manufacturer
Transforming terabytes of sensor data into actionable insights for a leading European steel manufacturer. I developed machine learning models and real-time dashboards that identified critical furnace issues, saving millions of euros in scrap metal costs and establishing a permanent shop-floor monitoring system.
DailyLauncher
A customizable new‑tab experience that lets you design your own start page with drag‑and‑drop widgets.
Energy Forecasting for European Steel Manufacturer
Energy consumption forecasting for one of Europe's leading steel manufacturers with AI. In just days, I developed a proof-of-concept that achieved 97% accuracy for day-ahead predictions, enabling optimized electricity trading.
Few-Shot Computer Vision for Industrial Wood Grading
Developed a log-face detection system for a leading European timber processor using just 50 training examples. My few-shot learning approach achieved 99%+ accuracy in production, enabling automated quality classification at conveyor speed.
Creative Coding
A collection of generative art pieces exploring geometry, randomness and emergence using Processing.
Rail Cargo Austria Wagon Planning
Digitalising wagon allocation for a pan‑European rail freight leader. I worked with Rail Cargo Austria and research partners to turn a manual planning process into a data‑driven system that anticipates uncertainties in demand and generates optimal wagon plans within minutes.
MARLAnts
A multi‑agent reinforcement learning experiment where simulated ants learn to cooperatively build towers.
Superhuman Multi-Language OCR Engine
Building a custom document scanner outperforming Google Tesseract by 10x in accuracy and 100x in speed across 15 European languages simultaneously.
Lego Technic Mars Rover
A fully remote‑controlled 2.7 kg rover built from scratch with 11 motors, pneumatics and realistic functions.
Ricotta and Brunost
A kitchen experiment in making fresh ricotta cheese and turning the leftover whey into sweet brunost.