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:  MACROFAB
:  PCB Assembly with an AI-Powered Platform
:   PRODUCT & SERVICE DESIGN
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Making on-demand manufacturing intelligent, transparent, and effortless.

Transforming electronics manufacturing through intelligent,
on-demand experiences.

I led the end-to-end product and service design for MacroFab’s AI/ML powered platform — reimagining how electronics companies design, quote, manufacture, and track PCB assemblies.:

By combining LLM and Agentic AI with thoughtful service design, we created a seamless experience that serves every stakeholder: customers, partner factories, engineers, sales, operations, and quality teams.

  • AI-driven BOM forecasting for smarter material planning and reduced shortages.
  • Significantly improved quote accuracy and faster turnaround for customers
  • Optimized production scheduling delivering faster lead times
  • Enhanced cost efficiency across the entire manufacturing process
  • Higher and more consistent PCBA quality through intelligent quality controls

I applied a holistic Product + Service Design approach to create intuitive interfaces, new product features, and streamlined processes — turning a traditionally complex and fragmented manufacturing journey into a transparent, efficient, and delightful experience.

From initial configuration to final delivery, every touchpoint was designed with clarity, speed, and reliability in mind.

Ready to elevate your product or service experience ?
Let's turn your next project into sucess story.

Turning Enterprise Product Challenges , into Purposeful and Intuitive Experiences