This inventor holds 3 USPTO granted patents and 5 published patent applications. Top assignee: Insilico Medicine IP Limited. Active years: 2023-2025.
Company Filing History:
Years Active: 2023-2025
Title: Evgeny Putin: Innovator in Variational Autoencoders
Introduction
Evgeny Putin is a notable inventor based in Saint Petersburg, Russia. He has made significant contributions to the field of machine learning, particularly in the development of advanced models for generating new objects with specific properties.
Latest Patents
Evgeny Putin holds two patents, with his latest being focused on a model known as the Variational Autoencoder with a learnable tensor train induced prior (VAE-TTLP). This innovative model allows for the generation of new objects, such as molecules, that possess specific properties and biological activities. The VAE-TTLP can be trained to accommodate data that may lack certain properties, yet still produce an object with the desired characteristics.
Career Highlights
Evgeny is currently employed at Insilico Medicine IP Limited, where he applies his expertise in machine learning and artificial intelligence. His work is pivotal in advancing the capabilities of generative models in the field of drug discovery and molecular design.
Collaborations
Evgeny has collaborated with notable colleagues, including Aleksandr M Aliper and Alexander Zhebrak, contributing to the innovative research environment at Insilico Medicine.
Conclusion
Evgeny Putin's work in the realm of variational autoencoders exemplifies the intersection of technology and biology, showcasing the potential for innovation in generating new molecular structures. His contributions are paving the way for advancements in various scientific fields.