Hangu Yeo

Title: Hangu Yeo: Innovator in Machine Learning and Deep Learning Technologies

Introduction

Hangu Yeo is a prominent inventor based in Baldwin Place, NY, known for his significant contributions to the fields of machine learning and deep learning. With a total of 11 patents to his name, Yeo has been at the forefront of developing innovative technologies that enhance the efficiency and effectiveness of machine learning models.

Latest Patents

Among his latest patents, Yeo has developed a method for generating training data for a machine learning model that performs text-to-SQL. This invention allows for the selection of values from various fields in a database, incorporating adverbs or adjectives to refine the data set. The structured query language pattern derived from this process is crucial for training a text-to-SQL model, which utilizes an artificial neural network to convert natural language text into structured query language queries.

Another notable patent focuses on reducing inference time in processing deep learning models. Yeo's approach involves creating a compacted sequence that streamlines the training of deep learning models, ultimately decreasing the central processing unit (CPU) inference time. This innovation significantly shortens the processing time required for deep learning applications.

Career Highlights

Hangu Yeo is currently employed at International Business Machines Corporation (IBM), where he continues to push the boundaries of technology through his research and development efforts. His work has not only advanced the field of artificial intelligence but has also contributed to the practical applications of these technologies in various industries.

Collaborations

Yeo collaborates with talented individuals such as Vadim Sheinin and Elahe Khorasani, who share his passion for innovation and technology. Together, they work on projects that aim to enhance machine learning capabilities and improve the overall efficiency of AI systems.

Conclusion

Hangu Yeo's contributions to machine learning and deep learning technologies exemplify the spirit of innovation. His patents reflect a commitment to advancing the field and improving the way we interact with technology. Through his work at IBM and collaborations with fellow innovators, Yeo continues to make a significant impact in the world of artificial intelligence.