Company Filing History:
Years Active: 2022-2025
Title: Sattwati Kundu: Innovator in Data Pipeline Technologies
Introduction
Sattwati Kundu is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of data pipeline technologies, holding a total of 6 patents. His work focuses on enhancing data quality and model validation processes, which are crucial in today's data-driven landscape.
Latest Patents
One of Sattwati Kundu's latest patents is titled "Testing models in data pipeline." This invention provides computer-implemented methods, computer program products, and computer systems that generate a data profile for a model. The profile includes metadata for data requirements, model-specific requirements, and data quality metrics. The invention also generates perturbations for training data and validates these perturbations as relevant test data based on the model's context. Additionally, it creates test scenarios and generates a test report based on the execution of these scenarios.
Another notable patent is "Data quality-based computations for KPIs derived from time-series data." This invention addresses issues in time series data streams that may indicate errors. The method involves determining predicted replacement values for potentially erroneous data instances and resolving these instances with the predicted values. This innovation is essential for maintaining the integrity of key performance indicators (KPIs) derived from time-series data.
Career Highlights
Sattwati Kundu is currently employed at International Business Machines Corporation (IBM), where he continues to develop innovative solutions in data management and analytics. His expertise in data pipelines and quality assurance has positioned him as a valuable asset in the tech industry.
Collaborations
Sattwati has collaborated with notable colleagues, including Geetha Adinarayan and Nair Raghunath Eledath. These partnerships have fostered a collaborative environment that encourages innovation and the sharing of ideas.
Conclusion
Sattwati Kundu's contributions to data pipeline technologies and his innovative patents reflect his commitment to advancing the field. His work not only enhances data quality but also supports the development of robust models in various applications.
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.