Lichao Ni

Title: Lichao Ni: Innovator in Machine Learning Technologies

Introduction

Lichao Ni is a prominent inventor based in Sunnyvale, California. He has made significant contributions to the field of machine learning, particularly in the area of skill taxonomy management. His innovative approach utilizes unsupervised machine learning techniques to enhance the identification of attribute values related to input data.

Latest Patents

Lichao Ni holds a patent for a technology that employs unsupervised machine learning to identify attribute values as related to an input. This patent describes methods for skill taxonomy management, which include extracting input text from an online system and applying an unsupervised generative text machine learning model to that text. The technology generates a set of sentences based on a job title included in the input text. From these sentences, one or more skills are extracted, corresponding to a skill taxonomy. A frequency distribution is then generated over the extracted skills, allowing for their ranking based on frequency. Ultimately, a subset of these skills is provided to downstream operations, processes, or services within the online system.

Career Highlights

Lichao Ni is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop and refine his innovative technologies. His work has positioned him as a key player in the advancement of machine learning applications in various industries.

Collaborations

Lichao has collaborated with notable colleagues, including Liwei Wu and Mikaela Makalinao Guerrero. These partnerships have fostered a collaborative environment that enhances the development of cutting-edge technologies.

Conclusion

Lichao Ni's contributions to machine learning and skill taxonomy management exemplify the innovative spirit of modern inventors. His work not only advances technology but also provides valuable tools for various applications in the digital landscape.