Tuesday, February 3, 2026

Building ML Systems That Classify Millions of 3D Assets for a Virtual Marketplace

Phani Harish Wajjala is a Principal Machine Learning Engineer who leads content understanding for a large-scale avatar marketplace, where his team’s models classify, protect, and surface millions of 3D assets within a $2 billion annual economy. Before that, he spent seven years at Amazon working on computer vision systems for product data, including OCR-based nutrition […]

from
https://alltechmagazine.com/building-ml-systems-that-classify-millions-of-3d-assets-for-a-virtual-marketplace/

from
https://alltechmagazine0.blogspot.com/2026/02/building-ml-systems-that-classify.html

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Why Breakthrough Hardware Fails in the Seams, and What It Takes to Build Products the Market Can Rely On with Krunal Patel

Most breakthrough hardware doesn’t fail because the core technology is flawed; it fails in the seams, at the integration points between engi...