Mohammed C Salman

Title: Innovations of Mohammed C Salman

Introduction

Mohammed C Salman is an accomplished inventor based in Bengaluru, India. He has made significant contributions to the field of artificial intelligence and machine learning. With a total of 2 patents, his work focuses on enhancing the capabilities of technology in practical applications.

Latest Patents

Salman's latest patents include an "Explainable Artificial Intelligence (AI) Based Image Analytic, Automatic Damage Detection and Estimation System." This innovative system receives images of damaged objects, converting them into monochrome versions if necessary. It utilizes an ensemble machine learning (ML) cause prediction model, which comprises multiple sub-models trained to identify the cause of damage. The system also provides explanations for the selected causes, highlighting specific image portions and pixels that influenced the prediction. Additionally, it employs an ML parts identification model to label repairable and damaged parts, generating cost estimations for repairs.

Another notable patent is related to "Testing Machine Learning (ML) Models for Robustness and Accuracy Using Generative Deep Learning." This model testing system administers various tests to evaluate the accuracy and robustness of ML models. A user interface allows users to select tests, and the system provides corresponding test data to the ML model under evaluation. Tests may include generative patches, generative perturbations, and counterfeit data assessments.

Career Highlights

Mohammed C Salman is currently employed at Accenture Global Solutions Limited, where he applies his expertise in AI and machine learning. His work contributes to the advancement of technology solutions that address real-world challenges.

Collaborations

Salman collaborates with talented professionals such as Indrajit Kar and Vishal D Pandey, enhancing the innovative capabilities of his projects.

Conclusion

Mohammed C Salman is a prominent inventor whose work in artificial intelligence and machine learning is paving the way for future innovations. His patents reflect a commitment to improving technology for practical applications, showcasing his significant contributions to the field.