Company Filing History:
Years Active: 2022-2025
Title: Innovations of SriSatish Ambati
Introduction
SriSatish Ambati is a prominent inventor based in Palo Alto, California. He has made significant contributions to the field of machine learning, holding a total of five patents. His work focuses on developing advanced predictive models that enhance data processing and analysis.
Latest Patents
One of his latest patents is titled "Embedded Predictive Machine Learning Models." This invention involves transforming data associated with one or more data sources into a format linked to a common ontology using various transformers. The resulting machine learning models are generated based on the transformed data and are provided to a remote device. Another notable patent is the "Time-Based Ensemble Machine Learning Model." In this invention, an input dataset is sorted into two versions, each associated with different time periods. The first version corresponds to a longer time frame, while the second version is shorter. Machine learning models are generated from both versions, and these models are combined to create an ensemble model that predicts abnormal behavior in the input dataset.
Career Highlights
SriSatish Ambati is currently employed at H2O.ai Inc., where he continues to innovate in the field of artificial intelligence and machine learning. His work has been instrumental in advancing the capabilities of predictive analytics.
Collaborations
He collaborates with notable colleagues, including Arno Candel and Dmitry Larko, who contribute to the innovative environment at H2O.ai Inc.
Conclusion
SriSatish Ambati's contributions to machine learning through his patents demonstrate his expertise and commitment to innovation. His work continues to influence the field and pave the way for future advancements.
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.