Wells Fargo Bank, N.a.

Anjeet Kumar

Rameshchandra Bhaskar Ketharaju

Shuvam Sengupta

Systems, apparatuses, methods, and computer program products are disclosed for automated model development. An example method includes parsing, by configuration circuitry, a configuration file, and generating, by an execution engine and based on the parsed configuration file, model code for training and testing a machine learning model. The example method further includes generating, by the execution engine, a machine learning pipeline, wherein the machine learning pipeline comprises the model code and a data processing engine, and instantiating, by a monitoring driver, a monitoring engine to monitor the machine learning pipeline. The example method further includes causing execution, by the execution engine, of the machine learning pipeline, and during execution of the machine learning pipeline, generating model performance data by the monitoring engine. The example method further includes receiving, by from the execution engine, model output data, wherein the model output data comprises a trained model and model performance data.

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Bengaluru, India

Anjeet Kumar