ALL IN.
BEYOND
THE CIRCUIT.

I study end-to-end operations: parts movement, lifting and carrying, and how people interact with the process. Operational needs guide the automation concept.

I consider production flow, lean production, standardization, safety and feasibility alongside business merit and return on investment. These guide evaluation; they are not claimed financial results.

I develop ideas through proofs of concept and production pilots, supported by check sheets, documentation and coordination with production, maintenance, IT and vendors.

I contribute to autonomous mobile robot (AMR) initiatives across Plants 1, 2 and 3, and planning for an upcoming plant. My work includes concepts, proofs of concept and production pilots before broader deployment.

Project stages: Planning, proofs of concept, pilots and deployment are distinct; not every initiative is fully deployed.

I am learning and applying Toyota’s approach to safety reviews, documentation and project approvals. I work within staged reviews covering:

• Basic specifications, concept development and design adaptation to production requirements.
• Reviews and sign-offs, power-connection requirements and safety analysis.
• Endurance trials, check sheets and supporting documentation.

I contribute to this review process; I do not independently certify equipment or hold final safety approval authority.

Vision feasibility

I study the process, explore suitable camera arrangements and assess their practical use for maintaining process standards and improving visibility. This is exploratory and feasibility work, rather than a fully deployed AI vision system.

Digital ways of working

I support digitalization of quality checks, logistics flows, operational check sheets, daily meetings and information displays. The aim is to reduce reliance on paper, make information easier to access and support a digital working culture.

I also provided support on a basic RFID project.