Mantinder Jit Singh

Title: Innovations of Mantinder Jit Singh

Introduction

Mantinder Jit Singh is a notable inventor based in Vancouver, Canada. He has made significant contributions to the field of information technology through his innovative patents. With a total of 2 patents, Singh has focused on enhancing the efficiency and effectiveness of IT service management.

Latest Patents

Singh's latest patents include "Self-optimizing context-aware problem identification from information technology incident reports" and "Application state prediction using component state." The first patent involves converting ITSM incident reports from textual data to multiple vectors using an encoder. It employs an unsupervised machine learning clustering algorithm to generate a base group of clusters, which are then evaluated based on a cluster quality score. This process allows for the identification of ITSM incident reports related to the same problem. The second patent focuses on predicting the state of an application at a future time with high accuracy. It utilizes unsupervised machine learning techniques to characterize current application states, providing valuable data for building state prediction models.

Career Highlights

Throughout his career, Singh has worked with prominent companies such as BMC Software, Inc. and BMC Helix, Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas in the realm of IT service management.

Collaborations

Some of Singh's notable coworkers include Ajoy Kumar and Smijith Pichappan. Their collaboration has likely contributed to the development of his innovative patents and advancements in technology.

Conclusion

Mantinder Jit Singh's contributions to the field of information technology through his patents demonstrate his commitment to innovation. His work in optimizing IT service management and predicting application states showcases the potential for advancements in this critical area.