’s-Hertogenbosch, North Brabant, Netherlands
I design and manage the development of innovative data and machine learning systems. Strongly believe that the solution needs to fit user needs, and have a solid foundation. Along the way I discovered that building a good team can be as satisfying as building a good product. I managed development of platforms for predictive maintenance, condition monitoring and planning support in maritime, rail, water management, energy and consumer goods. Like to work end to end, from data foundations to AI and machine learning services. Physical world implementations such as IoT, digital twins and graphs have my special interest
Smart infrastructure - digital twins - MLops
Helped build an E2E data science & engineering team. Organised introduction of MLops; development Wow, testing practices, model & data monitoring. Next to this, lead development of customer analytics solutions
Development of a business performance analytics solution - automated value attribution framework for marketing and operations
Lead for projects in forecasting and decision support
Lead development projects, shape proposals and design solutions. Projects : * Major international sports brand - business forecasting Team lead. To move to forward looking planning, forecasts of steering kpi's were needed. Led a team which developed fully automated, scalable forecasting solution with global roll out. * large energy utility - condition monitoring on a gas turbine Methodological support. The equipment was suffering from periodic unstable burn. Developed a method to algorithmically detect the state based on key sensor signals