Basel Metropolitan Area
Agile project lead, research topics in AI in industry, hybrid models, software systems, virtualization of real-time software
Research scientist for Machine Learning and Data Analytics
Create new business opportunities through radical innovation in technology. Build autonomous systems based on Artificial Intelligence.
Face image analysis with Markov Chain Monte Carlo using statistical models - Probabilistic model fitting for robust face image analysis (with interactive online course) - Image manipulation applications for industrial and academic research partners - Software design and development in Scala - "Pattern Recognition" and "Probabilistic Shape Modeling" - Scala open source library "scalismo-faces" for robust face image analysis with probabilistic shape models
- Teaching Robotics, coaching students to build robots for the international RoboCup Junior competition - Teaching Physics (part-time)
Model-based computer vision, statistical modeling for face image analysis, Markov Chain Monte Carlo, robust model fitting, optimization, Bayesian methods Thesis: "Markov Chain Monte Carlo for Integrated Face Image Analysis" - Designing and maintaining C++ software for face research team - Teaching: Probabilistic Graphical Models - Integration into national research focus on image science, NCCR eikones
Software for selected research and development projects on micro controller platforms, mainly for X-Ray applications (part-time)