Abstract: A method and a system for the automatic discovery of AI/ML models, their parameters, data input and output specifications, and data transforms in a production code repository using Artificial Intelligence/Machine Learning are disclosed. A method and system for automatic discovery of the location, identification, classification, and definition of the AI/ML models, their parameters, data input and output specifications, and data transforms in the production code repository using Artificial Intelligence/Machine Learning are also disclosed. The method and system utilize a plurality of source codes from a plurality of sources, such as open-source AI/ML libraries with the source codes, non-open-source AI/ML libraries, and tagged/pre-classified code, in conjunction with a production code repository, to identify the method of working on the plurality of source codes using Artificial Intelligence/Machine Learning.