Karthik Gurumoorthy Subramanya Bharathy

Title: Karthik Gurumoorthy Subramanya Bharathy - Innovator in Machine Learning and Time-Series Databases

Introduction

Karthik Gurumoorthy Subramanya Bharathy, an accomplished inventor based in Sammamish, WA, USA, has made significant strides in the fields of machine learning and data management. With a total of 8 patents to his name, Karthik's innovations are shaping the way complex data systems operate, particularly in the areas of graph databases and time-series analytics.

Latest Patents

His most recent patents include a groundbreaking method titled "Using graph queries to obtain results from machine learning models." This involves a computer-implemented process where a graph database is configured to store a graph dataset. The method receives a graph query aimed at a machine learning model, facilitating communication with the associated machine learning system to derive model inference results. The graph database then provides query results based on these inference results, enhancing efficiency in data retrieval and analysis.

Another notable patent is "Continuous functions in a time-series database." This invention details methods, systems, and computer-readable media that support continuous functions in time-series databases. In this context, a multitude of data points representing discrete measurements are stored and queried effectively. The query indicates a specific time range, and through one or more query processors, a continuous function is evaluated to represent part of the time series—and operations can be performed using this function.

Career Highlights

Karthik currently works at Amazon Technologies, Inc., where his expertise in computer science and engineering is leveraged to innovate advanced data solutions. His patents not only reflect his technical proficiency but also his commitment to pushing the boundaries of what is possible in data science and machine learning.

Collaborations

Throughout his career, Karthik has collaborated with many talented professionals, including Omer Ahmed Zaki and Rohan Deshpande. Such collaborations have undoubtedly played a vital role in enhancing the scope and impact of his inventions, fostering a collective effort to advance technology.

Conclusion

Karthik Gurumoorthy Subramanya Bharathy stands out as a notable inventor whose contributions have the potential to transform the fields of machine learning and time-series analysis. His innovative spirit and commitment to research not only benefit his immediate team at Amazon Technologies but also contribute to the broader technology landscape, paving the way for future advancements.