Manisha Sharma Kohli

Title: **Manisha Sharma Kohli: Innovator in Hyper-Local Data Modeling**

Introduction

Manisha Sharma Kohli is a notable inventor based in Subhash Nagar, India. She holds two patents that reflect her innovative contributions to the field of data modeling and analytics. Her work is characterized by a focus on hyper-local data sources, which are crucial for enhancing model accuracy in various applications.

Latest Patents

Her latest patents include:

1. **Automatic determination of suitable hyper-local data sources and features for modeling**: This invention outlines methods, systems, and computer program products that automatically determine recommended hyper-local data sources and features for modeling. It introduces a process of receiving client data along with a use-case description, which culminates in generating a client data profile and identifying feature importance. Additionally, a feature profile relation graph is created to visually represent the connections between client data, hyper-local features, and use-case profiles.

2. **Facilitating use of select hyper-local data sets for improved modeling**: This patent details systems and methods that facilitate the use of specific hyper-local data sets to enhance modeling accuracy. The system evaluates customer data through a workbench platform, assessing how each hyper-local data set influences model accuracy. It identifies groups of hyper-local data sets that yield similar enhancements, promoting the adoption of the most effective data sets in customer modeling.

Career Highlights

Manisha currently works at International Business Machines Corporation (IBM), where she applies her expertise in data analytics and model development. Her innovative approach has contributed significantly to her organization’s advancements in the field.

Collaborations

Throughout her career, Manisha has had the opportunity to work alongside talented colleagues such as Puneet Sharma and Rajesh Phillips. Their collaboration has been pivotal in driving forward innovative projects and enhancing the potential applications of hyper-local data modeling.

Conclusion

Manisha Sharma Kohli stands out as an influential inventor in the realm of data modeling, particularly in leveraging hyper-local data for improved accuracy. Her patents underscore her dedication to innovation and her impact on the industry, marking her as a key contributor to advancements in this critical field.