Company Filing History:
Years Active: 2011-2025
Title: Mahesh V Joshi: Innovator in Forecasting Technologies
Introduction
Mahesh V Joshi is a prominent inventor based in Cary, NC (US), known for his significant contributions to forecasting technologies. With a total of 15 patents to his name, he has made remarkable advancements in the field of time series analysis and modeling.
Latest Patents
Among his latest patents is a system and method for hyperparameter tuning in autoregressive integrated moving average (ARIMA) models. This innovative approach involves tuning hyperparameters using a derivative-free method, which includes determining initial hyperparameter values, fitting an ARIMA model, and selecting a tuning method. The process computes objective function values from time-series data and determines when to stop tuning based on specific criteria. Another notable patent is for a hierarchical modeling node for visual forecasting. This system generates a graphical user interface (GUI) that allows users to define a time series hierarchy and customize level pipelines for each hierarchy level. The system executes these pipelines to generate multiple forecasts and reconciles them to produce visualizations of the results.
Career Highlights
Mahesh currently works at SAS Institute Inc., a leading company in analytics and business intelligence. His work focuses on enhancing forecasting methodologies and improving the accuracy of predictive models. His innovative contributions have positioned him as a key figure in the field of data science and analytics.
Collaborations
Throughout his career, Mahesh has collaborated with notable professionals, including Michele Angelo Trovero and Richard Potter. These collaborations have further enriched his work and contributed to the development of advanced forecasting solutions.
Conclusion
Mahesh V Joshi's innovative work in forecasting technologies and his numerous patents highlight his expertise and dedication to advancing the field. His contributions continue to influence the way time series data is analyzed and utilized in various applications.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.