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mccaly/README.md

I'm Andrew 👋

AI product leader, hands-on builder, and two-time founder with 15+ years of experience across AI, fintech, and marketplaces. I enjoy finding painful customer problems, taking products from 0 to 1, and using technology to scale without scaling headcount.

Currently

  • Co-Founder & CTO at MOFO — Building an AI-powered furniture sourcing platform that helps professional designers find products matching their aesthetic, contract-grade, availability, and budget requirements without searching across hundreds of vendor sites.
  • Building customer-facing AI search — Launched visual search across 10,000+ products, allowing designers to upload an inspiration image and discover visually similar furniture.
  • Building with agents — Developed multi-agent workflows across product, sales, and marketing that save approximately 60 hours of manual work each month.
  • Improving AI quality and efficiency — Built an evaluation system that increased agent pass rates from 30% to 95% while reducing token costs by 75%.

Recent

  • AI Product & Operations Consultant at Ultrametric — Integrated third-party capabilities into an AI product that enables customers to set up a new business end to end, replacing hours of manual work.

Previous

  • Co-Founder & CEO at Kickpay — Built an inventory-financing platform for e-commerce businesses. Led a customer-driven pivot, developed automated underwriting across 500,000+ SKUs, originated more than $50M in loans, and raised $4M from Y Combinator, Index Ventures, Canaan Partners, and Foundation Capital.
  • Director of Business Development at Heyzap — Co-led a five-person sales team and helped expand the mobile advertising SDK to 2,000+ games and a network reaching 130M users. Heyzap was acquired for $45M.

Background

  • Master’s in Industrial Systems from the University of Cambridge.
  • Bachelor’s in Mechanical Engineering and Industrial Design from the University of Glasgow.

Let's connect

Email

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