Location History:
- Karnataka, IN (2019)
- Bengaluru, IN (2012 - 2024)
Company Filing History:
6 out of 11,358 
2 out of 54,789 
Years Active: 2012-2025
Title: Innovations by Vijay Srinivas Agneeswaran
Introduction
Vijay Srinivas Agneeswaran is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning, holding a total of eight patents. His work focuses on enhancing data dependency extraction and query equivalence in machine learning operations.
Latest Patents
One of his latest patents is titled "Method and system to extract data dependencies for machine learning models." This invention includes techniques for anomaly detection using sparse judgmental samples. The process involves generating a plurality of tokens from a textual representation of a machine learning model and creating an abstract syntax tree (AST) based on these tokens. The AST helps identify data dependencies of the model, allowing for the detection of potential issues associated with data sources. Alerts can then be transmitted based on these dependencies.
Another notable patent is "Approximate query equivalence for feature stores in machine learning operations products." This invention describes methods and systems for identifying similarities between queries. An intermediate representation generator processes a set of queries, generating representations characterized by features associated with the text in the queries. A similarity determiner then calculates similarity scores, identifying overlapping data sets corresponding to similar queries.
Career Highlights
Vijay has worked with several prestigious companies, including Oracle International Corporation and Microsoft Technology Licensing, LLC. His experience in these organizations has contributed to his expertise in machine learning and data management.
Collaborations
Some of his notable coworkers include Hariprasad Nellitheertha Venkataraja and Harish Chauhan. Their collaboration has likely fostered innovative ideas and advancements in their respective fields.
Conclusion
Vijay Srinivas Agneeswaran is a distinguished inventor whose work in machine learning has led to valuable patents that enhance data processing and query management. His contributions continue to influence the industry and pave the way for future innovations.