Company Filing History:
Years Active: 2023-2024
Title: Vikas Dharia: Innovator in Machine Learning and Anomaly Detection
Introduction
Vikas Dharia is a prominent inventor based in Sammamish, WA (US), known for his contributions to the field of machine learning and anomaly detection. With a total of three patents to his name, he has made significant strides in developing innovative solutions that enhance the efficiency of data analysis.
Latest Patents
One of Vikas Dharia's latest patents focuses on machine learning-based selection of metrics for anomaly detection. This invention involves obtaining a plurality of metrics records, including those indicating metrics for which anomaly analysis has been performed. A machine learning model is trained using a dataset that includes these metrics records to predict an anomaly analysis relevance score for an input record indicating a metric name. The collection of a particular metric of an application is initiated based on the anomaly analysis relevance score obtained for that metric using a trained version of the model.
Career Highlights
Vikas Dharia is currently employed at Amazon Technologies, Inc., where he applies his expertise in machine learning to develop advanced analytical tools. His work has contributed to the enhancement of data processing capabilities within the organization, making significant impacts on how data anomalies are detected and addressed.
Collaborations
Throughout his career, Vikas has collaborated with talented individuals such as Jasmeet Chhabra and Harshad Vasant Kulkarni. These collaborations have fostered a creative environment that encourages innovation and the sharing of ideas.
Conclusion
Vikas Dharia stands out as an influential inventor in the realm of machine learning and anomaly detection. His innovative patents and contributions to Amazon Technologies, Inc. highlight his commitment to advancing technology and improving data analysis processes.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.