Machine learning consultants are not a homogeneous category. Some specialize in model development — training, evaluation, and optimization. Some specialize in ML infrastructure and MLOps — the pipelines, monitoring, and retraining systems that keep models reliable in production. Some specialize in specific domains — healthcare ML, financial risk modeling, computer vision, NLP...
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