Company Filing History:
Years Active: 2021-2024
Title: The Innovative Mind of PalaniRaj Kaliyaperumal
Introduction
PalaniRaj Kaliyaperumal, based in Redmond, WA, is a notable inventor with a focus on advancements in machine learning and application development. With a total of three patents to his name, Kaliyaperumal's contributions reflect a deep understanding of natural language processing and the creation of versatile application interfaces.
Latest Patents
Among his latest inventions, Kaliyaperumal has developed a patent for "Generating model training data from a domain specification." This innovation describes a process for generating training data for machine learning (ML), particularly in the realm of natural language (NL) processing. The invention employs a formula tree, which is generated by sampling both a formula grammar and NL templates. This results in an ML training data instance that serves to train models for generating outputs, such as machine-interpretable formulas and database querying commands.
Another significant patent is focused on "Creating applications and templates based on different types of input content." This invention outlines a method for generating applications from various content types, such as images or digital documents. By selecting an appropriate content data extractor based on the content type, Kaliyaperumal has innovated ways to normalize and template the extracted content entities, thus streamlining application development.
Career Highlights
Kaliyaperumal is currently associated with Microsoft Technology Licensing, LLC, where his inventive spirit thrives in the dynamic environment of tech innovation. His work has played a crucial role in enhancing machine learning capabilities and optimizing application interfaces, making significant contributions to the field.
Collaborations
Throughout his career, Kaliyaperumal has collaborated with talented individuals such as Kuralmani Elango and Kunal Mukerjee, enhancing the innovative output of their projects through collective expertise and shared vision.
Conclusion
PalaniRaj Kaliyaperumal stands out as an influential inventor in the realm of machine learning and application development. His patents not only showcase his technological acumen but also pave the way for future advancements in how we interact with technology. As the field continues to evolve, Kaliyaperumal's contributions will undoubtedly remain significant in the landscape of innovation.