Inkit Padhi

Title: Inkit Padhi: Innovator in Molecular Structure Generation and Knowledge Graphs

Introduction

Inkit Padhi is a prominent inventor based in White Plains, NY (US). He has made significant contributions to the fields of molecular structure generation and knowledge graphs. With a total of 10 patents to his name, Padhi's work showcases his innovative approach to solving complex problems in technology and science.

Latest Patents

One of Padhi's latest patents is titled "Transfer learning for molecular structure generation." This patent describes techniques for generating molecular structures with specific attributes of interest. The system outlined in this patent includes a memory that stores computer-executable components and a processor that executes these components. The transfer learning component determines the molecular structure of a compound by utilizing lessons learned from an unconditional generative machine learning model to train a conditional machine learning model that focuses on a target attribute profile.

Another notable patent is "Dual learning bridge between text and knowledge graph." This invention provides systems, methods, and computer program products that facilitate a dual learning bridge between text and a knowledge graph. The system comprises a processor that executes computer-executable components stored in memory. These components include a model component that learns associations between text data and a knowledge graph, as well as a translation component that bidirectionally translates text data and knowledge graph paths based on these associations.

Career Highlights

Inkit Padhi has worked with several esteemed organizations throughout his career. He has been associated with the International Business Machines Corporation (IBM) and the Agency for Science, Technology and Research. His experience in these organizations has allowed him to develop and refine his innovative ideas.

Collaborations

Padhi has collaborated with notable coworkers, including Payel Das and Ruijian Wang. Their combined expertise has contributed to the success of various projects and patents.

Conclusion

Inkit Padhi is a distinguished inventor whose work in molecular structure generation and knowledge graphs has made a significant impact in the field. His innovative patents and collaborations highlight his dedication to advancing technology and science.