Asankhaya Sharma

Title: Innovations by Asankhaya Sharma

Introduction

Asankhaya Sharma is a notable inventor based in Singapore, known for his contributions to software development and machine learning. With a total of four patents to his name, he has made significant strides in the field of code remediation and vulnerability prediction.

Latest Patents

One of his latest patents is titled "Development pipeline integrated ongoing learning for assisted code remediation." This innovation focuses on utilizing a software development pipeline to learn organization-specific remediations for software projects. By scanning code submissions, the system can detect program code flaws and associate them with flaw identifiers. This ongoing learning process allows for the propagation of fixes chosen by experts, enhancing the overall quality of software development.

Another significant patent is "Open source vulnerability prediction with machine learning ensemble." This system employs a stacked classifier model to identify undisclosed flaws in software components on a large scale. It boasts a remarkable improvement in precision, utilizing a K-folding cross-validation algorithm to train and test multiple classifiers. The trained models are then combined with a logistic regression model to create a robust classifier ensemble.

Career Highlights

Asankhaya Sharma is currently employed at Veracode, Inc., where he continues to innovate in the realm of software security and development. His work has been instrumental in advancing methodologies that enhance the reliability and security of software applications.

Collaborations

He collaborates with talented individuals such as Darius Tsien Wei Foo and Yaqin Zhou, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Asankhaya Sharma's contributions to software development and machine learning exemplify the impact of innovative thinking in technology. His patents reflect a commitment to improving software security and efficiency, making him a significant figure in his field.