Company Filing History:
Years Active: 2021-2023
Title: Aishwary Thakur: Innovator in Machine Learning and Software Development
Introduction
Aishwary Thakur is a prominent inventor based in Bengaluru, India. He has made significant contributions to the fields of machine learning and software development. With a total of 5 patents to his name, Aishwary is recognized for his innovative approaches to complex technological challenges.
Latest Patents
Aishwary's latest patents include a system for machine learning with an intelligent continuous learning service in a big data environment. This system provides intelligent continuous learning by updating a machine learning model based on new datasets. It utilizes a transfer loss function that does not depend on old datasets used to train the existing model. The system features a graphical user interface (GUI) that allows users to select configuration criteria, including threshold performance for automatic deployment. The new model can be created iteratively based on these criteria, and an evaluation of the new model over multiple iterations can be presented on the GUI. If the new model meets the deployment requirements selected on the GUI, a server can deploy it in place of the existing model.
Another notable patent is a review process for evaluating changes to target code for software-based products. This system implements a review process to evaluate changes as part of development cycles for a continuous integration and continuous deployment pipeline. It aggregates data to determine if the target code has been modified preliminarily and intelligently identifies where further review is needed before permanent implementation. A changeset, including the preliminarily changed target code, can be obtained from the aggregated data and tested with a prediction model based on feature data characterizing aspects of the coding process. The prediction model provides an activation recommendation based on various risk factors determined from the testing.
Career Highlights
Aishwary currently works at VMware, Inc., where he continues to push the boundaries of innovation in technology. His work focuses on enhancing machine learning systems and improving software development processes.
Collaborations
Aishwary collaborates with talented individuals such as Dinesh Babu Thirukondan Gnaneswaran and Ayesha Karim, who contribute to his projects and share his vision for technological advancement.
Conclusion
Aishwary Thakur is a remarkable inventor whose work in machine learning and software development is paving the way for future innovations. His patents reflect a deep understanding of technology and a