Hands-on principal-level MLOps lead at a healthcare data-analytics company: architects and scales ML and Generative AI infrastructure — CI/CD pipelines, feature/vector stores, model registry, and AWS autoscaling inference — while mentoring senior engineers and setting MLOps standards. Core stack: Python, TensorFlow/PyTorch, Databricks, AWS.
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