Mihir Bharatkumar Shah

Title: Mihir Bharatkumar Shah: Innovator in Software Defect Prediction

Introduction

Mihir Bharatkumar Shah is a notable inventor based in Newark, CA (US). He has made significant contributions to the field of software development through his innovative patent. His work focuses on improving software quality by predicting defects during the development process.

Latest Patents

Mihir holds a patent for a "Software defect prediction model." This model predicts the defect level of a software application by training on aspects of development processes from previous software applications. By aggregating these aspects into signal vectors for each deployed application, the model pairs defect scores from actual defects with corresponding development signal vectors. This predictive model utilizes lasso regression to generate a predicted defect score during the development process. The model is designed to update in real time, allowing developers to take actions that can improve the predicted defect score.

Career Highlights

Mihir Bharatkumar Shah is currently employed at Oracle International Corporation, where he applies his expertise in software development and defect prediction. His innovative approach has the potential to enhance software reliability and efficiency.

Collaborations

Mihir collaborates with Oleksiy Ignatyev, contributing to advancements in software development practices.

Conclusion

Mihir Bharatkumar Shah's work in software defect prediction exemplifies the importance of innovation in technology. His contributions are paving the way for more reliable software applications in the industry.