Arun Krishnaswamy

Title: Arun Krishnaswamy: Innovator in Prediction Model Training

Introduction

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

Latest Patents

Arun 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.

Career Highlights

Arun is currently employed at Workday, Inc., where he applies his expertise in predictive analytics. His innovative approach has positioned him as a valuable asset in the tech industry, contributing to advancements in data-driven decision-making.

Collaborations

Some of Arun's coworkers include Kiran Prabhakara and Venu Kasyap Tangirala. Their collaborative efforts in the field of predictive modeling have further enhanced the capabilities of the systems they develop.

Conclusion

Arun Krishnaswamy's work in prediction model training showcases his innovative spirit and dedication to improving technology. His contributions are paving the way for more accurate predictive analytics in various applications.