Research on intelligent and interoperable shopfloors: semantic interoperability through Unified Namespace architectures and agentic AI for adaptive production. Affiliated with the AI-Enabled Manufacturing & Maintenance group at the Eindhoven AI Systems Institute.

Designing and developing digital platforms, AI agents, and Power BI dashboards for production; integrating data across ERP, MES, and shopfloor systems. Collaborating with production, CAM, and IT stakeholders to drive Industry 4.0 adoption — including next-generation equipment selection, layout, and process planning.

Supply-chain planning and scheduling consulting in the DELMIA Quintiq team.

New manufacturing layout evaluation using AnyLogic discrete-event simulation. Development of dispatching algorithms for self-guided vehicles using metaheuristics and reinforcement learning in Python. Led data-analytics projects with VDL Group, Schenker Logistics, Rockwool, and Van der Wal.

Created digital twins and simulation models for facility redesign at KMWE during the relocation to Brainport Industries Campus. Developed customised AGV fleet-control algorithms at Ijssel Technologies.

Managed Agile SAP GRC (governance, risk, compliance) implementation projects on-site in Brazil and China. Automated manual data uploads in SAP ECC and supported segregation-of-duties and fraud-management initiatives.

Part of the Advanced Manufacturing Logistics program at Brainport Industries Campus. Thesis on simulation- and AI-based dispatching and scheduling of heterogeneous AGV fleets in high-mix, low-volume manufacturing.

Manufacturing Systems Engineering — a programme on the interface of machine technology and industrial processes.

Head of Design, Team Jaabaz International Baja team — design, analysis and construction of an all-terrain vehicle.