Jonathan Matthew Malmaud

Title: Innovations of Jonathan Matthew Malmaud

Introduction

Jonathan Matthew Malmaud is an accomplished inventor based in Campbell, CA (US). He has made significant contributions to the field of software engineering, particularly in the area of code transformation and translation. With a total of 3 patents, his work has garnered attention for its innovative approaches to automating source code processes.

Latest Patents

One of his latest patents is titled "Predicting and/or applying symbolic transformation templates." This invention describes implementations for predicting symbolic transformation templates to automate source code transformations. The process involves analyzing pairs of predecessor and successor source code snippets using a symbolic transformation template prediction model. This model predicts a template that matches both the predecessor and successor portions of the code snippets. Additionally, it identifies further predecessor snippets that can be bound to the predicted template, allowing for the generation of new successor code snippets.

Another notable patent is "Iterative neural code translation." This invention outlines techniques for iterative code generation using neural language models. The process begins with an original source code snippet in one programming language, which is processed by a translation machine learning model to generate a translation in another language. The first translation is evaluated for errors, and based on these errors, masks are inserted to create a masked translation. This masked version is then processed again to produce a corrected translation, enhancing the accuracy of the code conversion.

Career Highlights

Jonathan currently works at Google Inc., where he continues to innovate and develop new technologies. His work at such a prestigious company highlights his expertise and the value of his contributions to the tech industry.

Collaborations

He collaborates with talented individuals such as Rishabh Singh and Nicolas Paul-Stringall Higuera, further enriching his work environment and fostering innovation.

Conclusion

Jonathan Matthew Malmaud is a prominent inventor whose work in code transformation and translation is paving the way for advancements in software engineering. His patents reflect a deep understanding of technology and a commitment to improving coding practices.