Engineers building AI/ML should understand continuous batching intuitively. Some PMs have never heard of it or don't understand it. That gap costs product teams real money and slower user experiences,
Building Products
I lead the strategy and delivery of products and systems that solve real problems, support commercial goals and scale across teams and markets. My work spans platform foundations, user-facing experiences, commercial tools and developer products, and I adapt my approach to the needs of each domain. My experience covers early-stage, scale-up and enterprise product environments, combining hands-on delivery with team leadership and award-winning work recognised across several innovative organisations.
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