ModelValidation | Rohit Rajendran

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Rohit Rajendran, dressed professionally, stands beside key highlights of machine learning testing in trade finance. The image includes clean text on accuracy, integration, and generalization, with visual elements like charts and ML icons.

Rohit Rajendran, dressed professionally, stands beside key highlights of machine learning testing in trade finance. The image includes clean text on accuracy, integration, and generalization, with visual elements like charts and ML icons.

Machine Learning models can predict, but only testing guarantees trust.

This post outlines key testing strategies for ML models in high-stakes domains like trade finance—covering accuracy, generalization, integration, and framework selection to ensure robust, production-ready performance.

Rohit Rajendran

Jun 301 min read

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