Badges
Certifications
Work Experience
Technology Manager
KPMG Advisory Lighthouse•  October 2024 - Present•  Tokyo, Japan
Senior Data Scientist
KPMG Advisory Lighthouse•  January 2023 - September 2024•  Tokyo, Japan
Senior Data Scientist
KPMG FAS•  October 2022 - December 2022
Data Scientist
KPMG FAS•  July 2022 - September 2022
Data Scientist
KPMG Ignition Tokyo•  July 2021 - June 2022
I'm working as a scientist at KPMG Ignition Tokyo since July 2021. My interests include theoretical aspects of machine learning/deep learning and its applications in industry (especially the improvement of user experience on websites), the democratization of AI, programming, and empowerment of women in the STEM fields, improving coaching/mentoring skills.
Lead Machine Learning Engineer
beBit, Inc.•  December 2018 - June 2021
Previously, I had worked as a data scientist and a lead machine learning engineer at beBit, Inc. for about two and a half years. I mainly used python to analyze users' behavior on websites. I was working on the implementation of machine learning-based features on our software product and also collaborating with our clients on machine learning projects. I've also encouraged practicing agile development as a Certified Scrum Master.
Researcher
Université Paris 13•  April 2017 - July 2018
Before coming to the industry, I was a postdoctoral researcher at Université Paris 13 in France. Prior to my work in France, I majored in mathematics at Tohoku University and studied number theory (modular forms/automorphic forms and their application to number theory). I have several peer-reviewed publications in academic journals.
Education
Tohoku University
Mathematics, PhD•  April 2014 - March 2017