As a Data & Machine Learning Engineer, I look for several crucial aspects when working on projects or evaluating solutions. I focus on the accuracy and performance of models, ensuring they generalize well to new data. Robustness and reliability in production environments are key, along with interpretability and explainability to ensure results are understandable and actionable.
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