This inventor holds 14 USPTO granted patents and 8 published patent applications and 4 EPO patents, primarily in Automated Code Generation. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2021-2025.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Location History:
- Bellevue, WA (US) (2021 - 2024)
- Seattle, WA (US) (2022 - 2024)
- New York City, NY (US) (2024)
Company Filing History:
Years Active: 2021-2025
Areas of Expertise:
Title: Innovations of Shao Kun Deng
Introduction
Shao Kun Deng is a prominent inventor based in Bellevue, WA, known for his significant contributions to the field of software engineering. With a total of 14 patents to his name, he has made remarkable advancements in automated program repair and code generation technologies.
Latest Patents
One of his latest patents is an automated program repair tool that utilizes a neural transformer model with attention to predict the contents of a bug repair in the context of source code containing a bug of an identified type. This innovative tool is trained on a large unsupervised corpus of source code and fine-tuned on a supervised dataset of triplets that include bug-type annotations, software bugs, and their respective repairs. Another notable patent involves code generation through reinforcement learning, where a deep learning model is trained to predict source code. This model is tuned for specific tasks using a reward score that considers various code-quality factors, ensuring the generated code is syntactically correct, functional, and meets quality metrics.
Career Highlights
Shao Kun Deng is currently employed at Microsoft Technology Licensing, LLC, where he continues to push the boundaries of software innovation. His work focuses on enhancing the efficiency and effectiveness of software development processes through advanced machine learning techniques.
Collaborations
He collaborates with talented individuals such as Neelakantan Sundaresan and Alexey Svyatkovskiy, contributing to a dynamic and innovative work environment.
Conclusion
Shao Kun Deng's contributions to software engineering through his patents and innovative tools have significantly impacted the industry. His work exemplifies the intersection of technology and creativity, paving the way for future advancements in automated programming solutions.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile