Ruidan He

Title: Inventor Ruidan He: Innovations in Machine Learning from Singapore

Introduction

Ruidan He is an accomplished inventor based in Singapore, SG, with a remarkable portfolio of five patents. His work primarily focuses on advancements in machine learning, contributing significantly to the field with innovative solutions that enhance engagement and sentiment analysis.

Latest Patents

Among his latest patents, Ruidan has developed a "Machine Learning Framework for Facilitating Engagements." This framework entails a machine learning model which is trained on specific datasets to generate recommendations associated with opportunity records. The model is designed to continuously learn from the results of actions taken in response to its recommendations, refining its predictions over time.

Another notable invention is the "Adaptive Semi-Supervised Learning for Cross-Domain Sentiment Classification." This patent describes methods and systems for processing datasets from different domains to classify sentiments effectively. By employing feature encodings and minimizing distances between feature representations of source and target domains, Ruidan’s work helps in providing ensemble predictions that improve the accuracy of sentiment classification.

Career Highlights

Ruidan is currently employed with SAP SE, where he continues to push the boundaries of technology and innovation in machine learning. His contributions at SAP SE signify not only individual achievement but also the company's commitment to fostering groundbreaking research and development in software solutions.

Collaborations

Ruidan works alongside talented colleagues such as Daniel Dahlmeier and Daniel Hermann Richard Dahlmeier, sharing ideas and insights that enhance their collaborative efforts in the field. Their teamwork contributes to advances in machine learning technologies and applications.

Conclusion

With five patents to his name, Ruidan He exemplifies the spirit of innovation within the technology sector. His contributions, particularly in the realms of machine learning for engagement and sentiment classification, underscore his role as a pivotal figure in advancing technological solutions. As industries continue to evolve, inventors like Ruidan will remain instrumental in shaping the future landscape of artificial intelligence and machine learning.