Giovanni Mariani

Title: Giovanni Mariani: Innovator in Portfolio Management and Cognitive Models

Introduction

Giovanni Mariani is a notable inventor based in Amsterdam, Netherlands. He has made significant contributions to the fields of portfolio management and cognitive modeling through his innovative patents. With a total of two patents to his name, Mariani continues to push the boundaries of technology and finance.

Latest Patents

Mariani's latest patents include "Generative network based probabilistic portfolio management" and "Automatic determination of cognitive models for deployment at computerized devices having various hardware constraints." The first patent describes a deep-learning neural network that models a probability distribution of asset-price trends for future time periods. This model utilizes a training dataset that includes historical asset-price trends and latent vectors sampled from prior distributions. The second patent focuses on determining cognitive models for auxiliary devices by mapping hardware characteristics to cognitive models. This method allows for the deployment of tailored cognitive models based on the specific hardware constraints of various devices.

Career Highlights

Giovanni Mariani is currently employed at International Business Machines Corporation (IBM), where he applies his expertise in developing advanced technological solutions. His work has garnered attention for its innovative approach to integrating deep learning and cognitive modeling in practical applications.

Collaborations

Mariani collaborates with talented individuals such as Florian Michael Scheidegger and Roxana Istrate, contributing to a dynamic environment of innovation and creativity.

Conclusion

Giovanni Mariani stands out as a forward-thinking inventor whose work in portfolio management and cognitive models is shaping the future of technology. His contributions reflect a commitment to advancing the intersection of finance and artificial intelligence.