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Lead design and production of face recognition and biometric CV systems. Build, train, optimize models (PyTorch/TensorFlow/JAX), own end-to-end ML pipelines (Airflow), ensure fairness, deploy low-latency inference on AWS, and mentor engineers.

Lead design and production of face-recognition and biometric CV systems: build, train, benchmark for fairness, curate and synthesize datasets, create end-to-end ML pipelines with Airflow, optimize models for low-latency inference (TensorRT/ONNX/quantization), deploy and scale on AWS, and mentor engineers.