Mikaela Makalinao Guerrero

Title: The Innovative Mind of Mikaela Makalinao Guerrero

Introduction

Mikaela Makalinao Guerrero is a talented inventor based in Downey, California. She has made significant contributions to the field of technology, particularly in the area of machine learning. Her innovative approach has led to the development of a unique patent that addresses skill taxonomy management.

Latest Patents

Mikaela holds a patent for her work titled "Using unsupervised machine learning to identify attribute values as related to an input." This patent describes technologies for skill taxonomy management. The process involves extracting input text from an online system and applying an unsupervised generative text machine learning model to this input. The text generator creates a set of sentences based on a job title included in the input text. From these sentences, one or more skills are extracted, which correspond to a skill taxonomy. A frequency distribution is generated over the extracted skills, and they are ranked based on this distribution. Ultimately, a subset of the extracted skills is provided to a downstream operation, process, or service of the online system.

Career Highlights

Mikaela is currently employed at Microsoft Technology Licensing, LLC, where she continues to innovate and contribute to the field of technology. Her work has garnered attention for its practical applications and potential impact on skill management in various industries.

Collaborations

Mikaela has collaborated with notable colleagues, including Liwei Wu and Lichao Ni. These partnerships have allowed her to enhance her research and development efforts, leading to more robust technological solutions.

Conclusion

Mikaela Makalinao Guerrero is a remarkable inventor whose work in machine learning and skill taxonomy management showcases her innovative spirit. Her contributions to technology are paving the way for advancements in how skills are identified and managed in the digital age.