Applied AI pilot
Robotic steel-cutting specialist
From fabrication drawings to inspectable CNC instructions
Reconstructing steel parts from PDF drawings, with explicit checks against reference geometry.
Prototype & evaluation
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Work, with its evidence and limits.
Drawing reconstruction, machine investigation and practitioner teaching. Each account explains my contribution and what has actually been established.
Software & research
Newton
Investigating machines with traceable evidence
Bringing manuals, measurements and specialist corrections into one machine investigation.
Research workbench
Read the caseWorkshop
Prosus AI House × MLOps Community
Teaching teams to make agent behaviour testable
A keynote and hands-on workshop on context, tools and evaluation for coding agents.
Delivered
Read the caseApplied research
IJskoud / FreezerData
Service knowledge in the context of an installation
Connecting technical information and practitioner feedback in refrigeration maintenance.
Research collaboration
Read the caseFeasibility study
EMT B.V.
Finding the right clock for delivery prediction
Investigating what ERP records can establish about lead times before training a predictive model.
Report; validation pending
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Multimetaal Konstruktie
Drawing interpretation inside work preparation
Examining how isometric piping drawings could support bills of materials and cutting lists.
Research in progress
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Automatic Signal
Finding useful information during service work
Defining a focused information-assistance use case with security-system service specialists.
Research in progress
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AI Builders Club
A place to examine what people are building
Co-founding and hosting a practitioner community around generative AI.
Meetups & technical talks
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