Soumi Chaki

Title: Soumi Chaki: Innovator in Machine Learning and Reservoir Modeling

Introduction

Soumi Chaki is a prominent inventor based in Karnataka, India. He has made significant contributions to the field of machine learning and reservoir modeling, holding a total of 3 patents. His work focuses on integrating advanced technologies to enhance the understanding and management of subterranean reservoirs.

Latest Patents

One of Soumi Chaki's latest patents is titled "Automated reservoir model prediction using ML/AI integrating seismic, well log and production data." This invention provides methods and apparatus for generating one or more reservoir 3D models. The process involves training a machine learning model to create integrated enhanced logs based on seismic and well log data. This model can then be used to form a static reservoir 3D model and update it with additional data.

Another notable patent is "Estimating reservoir production rates using machine learning models for wellbore operation control." This system estimates well production and injection rates of a subterranean reservoir by applying trained machine learning models to geological data. The processor in this system determines dynamic outputs and generates estimated well production and injection rates, enhancing operational efficiency.

Career Highlights

Soumi Chaki is currently employed at Landmark Graphics Corporation, where he continues to innovate in the field of reservoir modeling and machine learning. His expertise in these areas has positioned him as a valuable asset to his organization.

Collaborations

Soumi collaborates with talented professionals such as Samiran Roy and Sridharan Vallabhaneni. Their combined efforts contribute to the advancement of technology in reservoir management and machine learning applications.

Conclusion

Soumi Chaki's work exemplifies the intersection of technology and resource management. His patents reflect a commitment to innovation that enhances the understanding of subterranean reservoirs. Through his contributions, he is paving the way for future advancements in the field.