01 Apple
Trade-in logistics: warehouse processing and an in-house shipping platform
An in-house shipping platform that replaced a third-party shipping API and cut shipping costs by about 15%, roughly $500,000 a year.
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Case studies
What we built, the tactics behind it, and what changed.
02 Conductor
One product, 75+ generative models: the integration layer for an AI video platform
More than 75 generative model configurations from three vendors behind one product surface, with every generation's cost recorded and billed to match the vendor.
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Stop paying for idle GPUs, and rebuild the platform so each customer is isolated
GPU hosts that shut themselves off with an independent backstop, idempotent inference, and a platform in Terraform that can be parked with one variable.
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From a compiled model to a two-environment production service, plus a site built for search and AI crawlers
A proprietary model behind a private, scale-to-zero service, released through CI to staging and production built from the same Terraform.
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