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:  MACROFAB
:  PCB Assembly with an AI-Powered Platform
:  PRODUCT SERVICE UXD
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Simplicity, productivity, innovation!

AI-driven manufacturing experience (using LLM and Agentic AI ) focused on enhancing the entire production process. This comprehensive initiative included designing on-demand interfaces, developing new product features, and improving processes and tools for all stakeholders in electronic manufacturing—including customers, partner factories, engineers, sales, operations, and quality control.

My goal was to elevate the manufacturing experience through AI innovations:

  • AI-driven BOM forecasting for improved material planning.
  • Enhanced quote accuracy for better customer transparency.
  • Increased cost efficiency through optimized processes.
  • Optimized production schedules for faster turnaround times.
  • Consistent high-quality PCBA products through improved quality control.

I applied a product and service thinking approach to create a seamless design-to-delivery experience, ensuring stakeholder involvement and alignment at every stage.

Looking to make your mark? I'm ready to turn
project into a success story.

Shaping Digital Products, with Purpose and Precision