Lead ML engineering role bridging deep model research and production. Own end-to-end ML systems, translate research findings into engineering work, turn production regressions into research probes, and set architectural direction. Collaborate with Data & Analytics and Global Delivery, mentor others, and build evaluation, federation, and serving infrastructure with technical autonomy.