Shruti Badhwar

Title: Innovations of Inventor Shruti Badhwar

Introduction

Shruti Badhwar is an accomplished inventor based in San Mateo, California. She has made significant contributions to the field of technology, particularly in the areas of machine learning and recycling. With a total of four patents to her name, her work focuses on innovative solutions that address pressing environmental challenges.

Latest Patents

One of Shruti Badhwar's latest patents is a sensor fusion approach for plastics identification. This invention describes methods and systems for using multiple hyperspectral cameras sensitive to different wavelengths to predict characteristics of objects for further processing, including recycling. The multiple hyperspectral images can be utilized to predict higher resolution spectra by employing a trained machine learning model. This higher resolution data may be more easily analyzed to sort plastics into recyclability categories. Additionally, the hyperspectral images can identify and analyze dark or black plastics, which are often challenging for short-wave infrared (SWIR), mid-wave infrared (MWIR), and other wavelengths. The machine learning model can also predict the base polymers and contaminants of plastic objects for recycling. Another notable patent is for an automated versioning and evaluation of machine learning workflows. This application executes a machine learning workflow utilizing varying sets of parameters and tracks the utilized parameters and performance metrics for each execution. The manager generates a unique experiment identifier (ID) for each set of parameters used and stores the experiment ID along with results of the execution, such as performance metrics and output data. Once experimentation is complete, the manager utilizes the stored performance metrics to identify the experiment that exhibited the best performance.

Career Highlights

Throughout her career, Shruti has worked with notable companies, including EmbodyVR, Inc. and X Development LLC. Her experience in these organizations has allowed her to develop and refine her innovative ideas, contributing to advancements in technology and sustainability.

Collaborations

Shruti has collaborated with talented individuals such as Nikhil Ratnesh Javeri and Faiyadh Shahid. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.

Conclusion

Shruti Badhwar is a pioneering inventor whose work in machine learning and recycling is making a significant impact on environmental sustainability. Her innovative patents and collaborations highlight her commitment to addressing critical challenges in technology and recycling.