Company Filing History:
Years Active: 2025
Title: Harish Yadav: Innovator in Energy Forecasting
Introduction
Harish Yadav is a notable inventor based in Maharashtra, India. He has made significant contributions to the field of energy forecasting through his innovative work in deep learning models. His expertise in this area has led to the development of a unique patent that addresses the complexities of predicting energy consumption.
Latest Patents
Harish Yadav holds a patent for a "Deep learning model for energy forecasting." This invention involves a system that receives input from users indicating a target variable to be forecasted over a future time window. The system determines independent variables that influence the target variable and generates a set of candidate variables, including combinations of these independent variables. A random forest classifier is then executed to identify a subset of candidate variables that have a threshold level of influence on the target variable. The system constructs a machine-learning model configured to receive the identified subset of candidate variables as inputs and generate a forecast of the target variable. After constructing the model, it is trained using historical data to generate accurate forecasts.
Career Highlights
Harish Yadav is currently employed at SAS Institute Inc., where he continues to innovate in the field of data analytics and machine learning. His work has been instrumental in advancing the capabilities of energy forecasting systems, making them more efficient and reliable.
Collaborations
Some of Harish's coworkers include Richa Chauhan and Hemil Shah, who collaborate with him on various projects within the company. Their combined expertise contributes to the success of their initiatives in energy forecasting and machine learning.
Conclusion
Harish Yadav's contributions to the field of energy forecasting through his innovative patent demonstrate his commitment to advancing technology. His work at SAS Institute Inc. and collaborations with talented colleagues further enhance the impact of his inventions.