Koustuv Dasgupta

Title: Koustuv Dasgupta: Innovator in Generative Machine Learning

Introduction

Koustuv Dasgupta is a prominent inventor based in Scarsdale, NY (US). He has made significant contributions to the field of generative machine learning, showcasing his innovative spirit through his patented work.

Latest Patents

Koustuv holds a patent titled "Generative machine learning with retriever having reconfigurable sequence of rankers." This method involves obtaining an input query at a retriever model, which includes a reconfigurable sequence of one or more rankers selected from a plurality of rankers. Each ranker is designed to identify a specified number of information chunks relevant to the input query. The method further includes providing one or more of the information chunks from the retriever model to a generative model, which is then used to create a response based on the information chunks. The plurality of rankers includes a bi-encoder, a cross-encoder, and a large language model (LLM)-ranker. Koustuv has 1 patent to his name.

Career Highlights

Koustuv is currently employed at Goldman Sachs & Co. LLC, where he applies his expertise in machine learning and innovation. His work at this prestigious financial institution allows him to contribute to cutting-edge technology solutions.

Collaborations

Koustuv collaborates with talented professionals in his field, including coworkers Eliot P. Brenner and Dinesh Gupta. Their combined efforts foster an environment of innovation and creativity.

Conclusion

Koustuv Dasgupta is a notable inventor whose work in generative machine learning exemplifies the intersection of technology and innovation. His contributions continue to shape the future of machine learning applications.