Ananda Shekappa Sonnada

Title: Ananda Shekappa Sonnada: Innovator in AI/ML Solutions

Introduction

Ananda Shekappa Sonnada is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of artificial intelligence and machine learning. His innovative work focuses on enhancing the deployment of self-healing AI/ML models.

Latest Patents

Ananda holds a patent for "Detection and visualization of novel data instances for self-healing AI/ML model-based solution deployment." This patent describes a method for determining feature data segments by applying a feature segmentation model to test data observations. The model is pre-trained using a variety of training data observations, allowing it to effectively divide these observations into multiple feature data segments. Furthermore, the patent outlines how a predicted target value can be determined through a prediction model, which is also pre-trained. The invention includes the calculation of distance metrics that represent the distance between test data observations and feature data segments, which can be displayed in a user interface. Additionally, it provides a mechanism for updating both the prediction model and the feature segmentation model based on user input.

Career Highlights

Ananda is currently employed at Dimaag-ai, Inc., where he continues to develop innovative solutions in the AI/ML domain. His work is characterized by a commitment to advancing technology and improving the efficiency of machine learning models.

Collaborations

Ananda collaborates with talented professionals in his field, including Rajaram Kudli and Satish Padmanabhan. Their combined expertise contributes to the success of their projects and the advancement of AI technologies.

Conclusion

Ananda Shekappa Sonnada is a key figure in the innovation of AI/ML solutions, with a focus on self-healing models. His patent and ongoing work at Dimaag-ai, Inc. highlight his dedication to pushing the boundaries of technology.