Location History:
- Bengaluru, IN (2021)
- Kolkata, IN (2021 - 2022)
Company Filing History:
Years Active: 2021-2022
Title: Shisagnee Banerjee: Innovator in Predictive Maintenance and Crime Analysis
Introduction
Shisagnee Banerjee is a notable inventor based in Kolkata, India. He has made significant contributions to the fields of predictive maintenance and crime analysis through his innovative patents. With a total of 3 patents, Banerjee's work focuses on enhancing operational efficiency and safety in various systems.
Latest Patents
One of his latest patents involves modeling operational conditions to predict the life expectancy and faults of vehicle components in a fleet. This patent outlines systems, methods, and processing nodes that determine and perform preventive maintenance on transport vehicles within a transportation system. The method includes extracting features from previous incidents involving multiple transport vehicles, determining the criticality of incident types, and predicting future incidents for a specific vehicle. The details of these predictions encompass the type, time, and criticality of potential future incidents, along with prescriptive actions to mitigate them.
Another significant patent by Banerjee focuses on crime analysis using domain-level similarity. This innovation involves receiving datasets that relate time information to crime occurrences in geographical regions. By extracting time-based crime patterns and clustering geographical regions based on similarities, Banerjee's method augments selected time series datasets to forecast crime patterns in specific areas.
Career Highlights
Shisagnee Banerjee is currently employed at Conduent Business Services, LLC, where he continues to develop innovative solutions that address real-world challenges. His expertise in predictive analytics and system optimization has positioned him as a valuable asset in his field.
Collaborations
Banerjee collaborates with talented individuals such as Sharanya Eswaran and Tridib Mukherjee, contributing to a dynamic work environment that fosters innovation and creativity.
Conclusion
Shisagnee Banerjee's contributions to predictive maintenance and crime analysis exemplify the impact of innovative thinking in solving complex problems. His patents not only enhance operational efficiency but also contribute to public safety.