Sandeep Narayanaswami

Title: Sandeep Narayanaswami: Innovator in Machine Learning Data Generation

Introduction

Sandeep Narayanaswami is a notable inventor based in San Francisco, CA. He has made significant contributions to the field of machine learning through his innovative patents. With a total of 2 patents, Sandeep is recognized for his work in generating complex data for training machine learning models.

Latest Patents

Sandeep's latest patents include "Extensible agents in agent-based generative models" and "Generation of synthetic data using agent-based simulations." The first patent describes a system, method, and computer-readable medium for generating factual and/or counterfactual data. This innovation aims to enhance the complexity of data available for training machine learning models, particularly in agent-based models (ABMs). The second patent also focuses on generating factual and/or counterfactual data, improving the training data for machine learning models, including probabilistic graphical models (PGMs) and ABMs.

Career Highlights

Sandeep currently works at Capital One Services, LLC, where he applies his expertise in machine learning and data generation. His work is pivotal in advancing the capabilities of machine learning systems, making them more effective and versatile.

Collaborations

Sandeep collaborates with talented coworkers, including Francisco Gutierrez and Matthew Tomaszewicz. Their combined efforts contribute to the innovative projects at Capital One Services, LLC.

Conclusion

Sandeep Narayanaswami is a prominent figure in the field of machine learning, with a focus on data generation through innovative patents. His contributions are shaping the future of how machine learning models are trained and utilized.