Sonali Surange

Title: Innovations by Sonali Surange

Introduction

Sonali Surange is an accomplished inventor based in San Rafael, CA. With a remarkable portfolio of 16 patents, she has made significant contributions to the field of data management and assessment. Her work focuses on enhancing the quality and utility of data in various applications.

Latest Patents

One of her latest patents is titled "Interactive tree representing attribute quality or consumption metrics for data ingestion and other applications." This invention provides systems, methods, and computer storage media for managing, assessing, navigating, and discovering data based on quality, consumption, and utility metrics. The assessment of data is performed using attribute-level and record-level metrics that quantify data quality, consumption, and utility. The interactive tree view visually represents a nested attribute schema and metrics, facilitating the discovery of bad data before it is ingested into a data lake.

Another notable patent is "Enforcing policy in dataflows." This method adapts a dataflow instance by identifying a set of source data nodes, terminal data nodes, and computation nodes from a directed graph. The method evaluates data nodes with policies and user context, ensuring that the dataflow meets declared policies through the addition of transformation compute nodes when necessary.

Career Highlights

Sonali has worked with prestigious companies such as IBM and Adobe, Inc. Her experience in these organizations has allowed her to develop innovative solutions that address complex data challenges.

Collaborations

Throughout her career, Sonali has collaborated with talented individuals, including Stephen Andrew Brodsky and Rebecca Braun Nin. These partnerships have contributed to her success and the advancement of her inventions.

Conclusion

Sonali Surange's innovative work in data management and her impressive patent portfolio highlight her significant impact in the field. Her contributions continue to shape the way data is assessed and utilized across various applications.