Own the product strategy and roadmap for CV + HITL pipeline (accuracy, SLA).
Translate customer needs into requirements for CV/ML systems, HITL tooling, QA.
Define model deployment plans, iteration cycles, and surface area around models.
Define quality metrics, scorecards, and evaluation frameworks.
Drive feedback loops, quantify impact, and prioritize fixes across product, eng, ops.
Build instrumentation and dashboards to detect drift and measure performance.

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