Mohammad Reza Sarshogh

Title: Mohammad Reza Sarshogh: Innovator in Molecular Embedding

Introduction

Mohammad Reza Sarshogh is a notable inventor based in Seattle, WA (US). He has made significant contributions to the field of molecular embedding through his innovative patent. His work focuses on enhancing the training of machine learning models for molecular property prediction.

Latest Patents

Sarshogh holds a patent titled "Pre-training molecule embedding GNNs using contrastive learning based on scaffolding." This patent outlines systems and methods for generating a training dataset for a molecule embedding module using contrastive learning. The approach defines similarity based on molecular scaffold similarity. The systems access a molecular dataset and separate it into positive and negative samples. They then generate a training dataset comprising these samples. Furthermore, the patent describes how to use the trained molecule embedding module to generate molecule embeddings and build an end-to-end machine learning model for molecular embedding analysis and property prediction.

Career Highlights

Sarshogh is currently associated with Microsoft Technology Licensing, LLC, where he applies his expertise in molecular embedding and machine learning. His innovative approach has the potential to advance the field significantly.

Collaborations

He collaborates with Robin Abraham, contributing to the development of cutting-edge technologies in the field.

Conclusion

Mohammad Reza Sarshogh is a pioneering inventor whose work in molecular embedding is shaping the future of machine learning applications in molecular property prediction. His contributions are invaluable to the scientific community and industry alike.