Case study
Factory operations dashboard
A placeholder example of a plant-facing dashboard that brings together line performance, shift routines, and issue escalation in one view.
OperationsDashboardManufacturing
Projects
Projects and initiative themes
This section organizes the work into clear themes so visitors can understand both the strategic and practical sides of what I build and lead.
App
Kanban Studio
Single-board Kanban with drag-and-drop columns and cards, AI chat assistant, and optional backend persistence.
KanbanAIMVP
Prototype
Digital standard work assistant
A concept for turning standard work into an accessible digital workflow for leaders and front-line teams.
IWSStandard WorkAdoption
AI concept
Reliability insight copilot
A placeholder AI use case focused on surfacing repeat issues, maintenance patterns, and action recommendations.
AIReliabilityDecision Support
Leadership
Leadership cadence tracker
A placeholder concept for keeping leadership routines, coaching actions, and team commitments visible and consistent.
LeadershipCoachingBusiness System
Discover
Understand the operational challenge, the human context, and the signals that matter most.
Design
Shape a practical system with clear routines, ownership, and decision paths that teams can actually use.
Deliver
Turn the idea into adoption, capability, and measurable progress rather than stopping at documentation.