Company Filing History:
Years Active: 2024-2025
Title: Innovator Profile: Hao Lu - Advancing Machine Learning Technologies
Introduction: Hao Lu is an accomplished inventor based in Los Angeles, CA, with a significant contribution to the field of machine learning and automated database processing systems. His work has resulted in three patents, reflecting his commitment to innovation and excellence in technology.
Latest Patents: Hao Lu's most notable patent is titled "Combined Wide and Deep Machine Learning Models for Automated Database Element Processing Systems, Methods and Apparatuses." This patent outlines a method of automated database element processing that integrates both wide and deep machine learning models to enhance the efficiency and effectiveness of data processing. The method involves training a wide model with historical feature vector inputs to generate a wide ranked element output, while also training a deep model for a deep ranked element output. The process includes generating inputs tailored to individual entities, processing these inputs through both models, and merging the resulting ranked lists to produce a comprehensive ranked element recommendation output.
Career Highlights: Hao Lu has built a distinguished career in technology, particularly in the realms of machine learning and database management. His innovative approach to combining wide and deep learning methodologies exemplifies his expertise and forward-thinking mindset. His work at Nantmedia Holdings, LLC, positions him at the forefront of technological advancements, driving impactful solutions in the tech industry.
Collaborations: During his career, Hao Lu has collaborated with talented colleagues, including Bing Song and Jeffrey Michael Balbien. These partnerships reflect a collaborative spirit that fosters innovation and the exploration of new ideas within the tech community.
Conclusion: Hao Lu's contributions to machine learning and database processing underscore his status as a leading inventor in the field. Through his innovative patents and collaborative efforts, he continues to pave the way for advancements that enhance data processing technologies, making a significant impact on the industry. His work exemplifies the potential of combining innovative ideas with practical applications to solve complex challenges in technology.