Company Filing History:
Years Active: 2018-2019
Title: Kaushal Ashokbhai Paneri: Innovator in Visual Bayesian Data Fusion and Multi-Sensor Analytics
Introduction
Kaushal Ashokbhai Paneri is a notable inventor based in Gurgaon, India. He has made significant contributions to the fields of data fusion and visual analytics, holding 2 patents that showcase his innovative approach to technology. His work primarily focuses on enhancing data processing and analysis through advanced methodologies.
Latest Patents
Kaushal's latest patents include a "System and method for visual Bayesian data fusion." This invention involves obtaining multiple datasets from a data lake, which contain various attributes related to a specific topic. By joining these datasets, he predicts the distribution associated with a target attribute using Bayesian modeling. This process involves selecting attributes based on mutual information, learning a minimum spanning tree-based Bayesian structure, and querying conditional probabilistic tables to facilitate visual Bayesian data fusion.
Another significant patent is related to "Multi-sensor visual analytics." This invention outlines a method for acquiring sensor data from multiple sensors over several days. It computes multi-dimensional histograms to monitor operational profiles and identifies multi-sensor patterns indicative of properties within sensor clusters. The visual analytical tasks are then performed using machine-learning models, rendering visual models based on the processed patterns.
Career Highlights
Kaushal is currently employed at Tata Consultancy Services Limited, where he applies his expertise in data analytics and machine learning. His role involves developing innovative solutions that leverage sensor data and Bayesian modeling techniques to enhance decision-making processes.
Collaborations
Throughout his career, Kaushal has collaborated with talented professionals, including Geetika Sharma and Gautam Shroff. These collaborations have contributed to the advancement of his projects and the successful implementation of his inventions.
Conclusion
Kaushal Ashokbhai Paneri stands out as an influential inventor in the realm of visual analytics and data fusion. His innovative patents and contributions to Tata Consultancy Services Limited reflect his commitment to advancing technology in meaningful ways.