
Manufacturing Operations Platform
A full-stack manufacturing operations platform that runs the shop floor's record of physical material from receiving through planning, machine scheduling, production, finished goods, palletization, and outbound shipping — with end-to-end genealogy from every inbound material to every outbound finished product.
The engineering problem is keeping a physical workflow truthful in software: raw material, jobs, production runs, finished goods, and shipments all change state independently, and the system has to keep that state consistent, traceable, and understandable to different shop-floor and business roles. That meant modeling the full material chain relationally, guarding every state transition with validation and authorization, reconciling output against waste, and recording an auditable history of what happened to each unit of material. My contribution: I led the product definition, architecture, and implementation, translating real operational workflows into data models, interfaces, APIs, and guarded state transitions. I owned the technical decisions, implementation review, data-integrity hardening, and production-readiness process, using AI-assisted development throughout the build.
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