Winston Rohan DSouza

Title: Innovations of Winston Rohan DSouza

Introduction

Winston Rohan DSouza is an accomplished inventor based in Bengaluru, India. He has made significant contributions to the field of technology, particularly in the area of computerized queries. With a total of two patents to his name, DSouza is recognized for his innovative approaches to problem-solving in the digital landscape.

Latest Patents

One of Winston Rohan DSouza's latest patents is titled "System and method for improved state identification and prediction in computerized queries." This invention discloses methods, systems, and computer-readable media aimed at enhancing state identification and prediction in computerized queries. In this patent, a neural network model is trained using word embedding, utilizing a variety of workflows with multiple steps as input training data. The model can be searched using a string to identify semantic matches as potential results, which correspond to specific steps or workflows. Additionally, Markov chaining is employed to predict further results that align with succeeding steps within a particular workflow. The results and predicted steps are then displayed for user interaction.

Career Highlights

Winston Rohan DSouza is currently employed at Cerner Innovation, Inc., where he continues to develop and refine his innovative ideas. His work at Cerner focuses on leveraging technology to improve healthcare solutions and streamline processes.

Collaborations

Winston collaborates with talented individuals such as Darshan Matada Shashidhara and Amarrtya Jana, contributing to a dynamic and innovative work environment.

Conclusion

Winston Rohan DSouza exemplifies the spirit of innovation through his patents and contributions to technology. His work not only enhances computerized queries but also showcases the potential of neural networks in practical applications.