Lean & Digital Transformation Practitioner
I help operations flow better and teams decide smarter.
Fifteen years from the shop floor to software, bringing Lean thinking, digital tools and AI together to improve how operations work.
Career map
My career at a glance.
Each box is one stage of my career. Select a box to open its chapter.
Client footprint
Where the work has been.
Choose a period, then tap a place. Dashed rings and lines: engagements delivered remotely.
Heijunka box
Client engagements by sector.
Each slot is one client engagement. Dark: II · 2016–22 · Striped: III · 2022–23 · Amber: IV · 2024–now. Two clients appear in both Kaizen Institute periods.
Core capabilities
What the work involved.
Each number counts client engagements where that capability was a substantial part of the work. One client can count in several capabilities, so the numbers overlap. Employer and internal work is not counted here.
Toolbox
Mechanical engineer. Every tool learned on the job.
When each tool became part of my work.