David Johnston

Title: The Innovative Mind of David Johnston

Introduction

David Johnston is an accomplished inventor based in Portola Valley, CA (US). He is known for his significant contributions to the field of data quality assessment. With a focus on automation, Johnston has developed innovative solutions that enhance the reliability of data management systems.

Latest Patents

One of Johnston's notable patents is for an "Automated dynamic data quality assessment." This invention provides systems, methods, and computer-readable media for automated dynamic data quality assessment. The patent outlines a process that includes receiving a data quality job with a new data sample. If the new data sample is determined to be added to a reservoir of data samples, a quality verification request is sent to an oracle. The system then receives a new data sample quality estimate from the oracle and adds the new data sample and estimate to the reservoir. Additionally, the invention involves analyzing new data samples based on judgments from predictive models to determine the need for quality verification requests.

Career Highlights

David Johnston is currently employed at Bytedance Inc., where he continues to innovate and contribute to advancements in data quality assessment technologies. His work has positioned him as a key figure in the field, and he is recognized for his expertise and innovative thinking.

Collaborations

Johnston collaborates with talented individuals such as Mark Thomas Daly and Shawn Ryan Jeffery. These partnerships enhance the creative process and lead to the development of groundbreaking technologies.

Conclusion

David Johnston's work in automated dynamic data quality assessment exemplifies the impact of innovation in technology. His contributions continue to shape the future of data management, ensuring higher standards of quality and reliability.