Ganesh Rajaratnam

Title: Ganesh Rajaratnam: Innovator in Prediction Model Training

Introduction

Ganesh Rajaratnam is a notable inventor based in Fremont, CA (US). He has made significant contributions to the field of prediction modeling, particularly through his innovative patent. His work focuses on enhancing the accuracy and efficiency of prediction models by utilizing detected anomalies.

Latest Patents

Ganesh holds a patent titled "Prediction model training using detected anomalies." This system includes an interface and a processor designed to receive historical data. The processor determines hyperparameters based on the best model of N models and trains the prediction model using these hyperparameters on the historical data. It also identifies detected anomalies based on the model's output, incorporates user feedback on both detected and undetected anomalies, and retrains the prediction model accordingly. This innovative approach aims to improve the reliability of prediction models in various applications.

Career Highlights

Ganesh Rajaratnam is currently employed at Workday, Inc., where he applies his expertise in prediction modeling. His work at Workday has allowed him to contribute to advancements in technology that enhance business processes and decision-making.

Collaborations

Some of Ganesh's coworkers include Kiran Prabhakara and Arun Krishnaswamy. Their collaboration fosters a creative environment that encourages innovation and the development of cutting-edge solutions.

Conclusion

Ganesh Rajaratnam's contributions to prediction model training demonstrate his commitment to innovation in technology. His patent reflects a significant advancement in the field, showcasing his ability to integrate user feedback into predictive analytics. His work continues to influence the industry positively.