Education

Professional Experience

 
 
 
 
 

Machine Learning Research Intenship

Meta

Jul 2023 – Nov 2023 London

Responsibilities include:

  • Research on diffusion-based Text-to-Image generation model
  • Implement regluarization techniques and Run large-scale fine-tuning
 
 
 
 
 

Data Analysis Internship

M3, Inc.

Jun 2019 – Aug 2019 Tokyo

Responsibilities include:

  • Improve the recommender system of a portal site for healthcare professionals
  • Contribute to open-source data pipeline library gokart
 
 
 
 
 

Research Assistant

RIKEN AIP

Oct 2017 – Jun 2019 Tokyo

Research ML–related topics as a member of Online Decision Making Unit

Main Achievements:

 
 
 
 
 

Machine Learning Research and Development Engineer

Studio Ousia

May 2014 – Apr 2020 Tokyo

Responsibilities include:

  • Research and Implement cutting-edge NLP algorithms based on deep learning
  • Develop an internal NLP library for CJK languages based on AllenNLP

Teaching Experience

  • Lead Lecturer in the Machine Learning Workshop (2015)

    Developed and gave a 4-hour lecture on "the Introduction to Machine Learning and Deep Learning" to 90 students that included graduated students and software engineers. The lecture covered topics that ranged from the foundation of machine learning to the advanced data analyses and the hands-on Scikit-learn (Python) programming [Link (Japanese)]

Accomplish­ments

Associate Member of Masason Foundation

Masason Foundation Jul 2017
Selected as one of the most talented 96 young scholars under 25 years old in Japan by the foundation supported by Masayoshi Son, the CEO of Softbank

Home Depot Product Search Relevance Competition Silver Medal

Kaggle Apr 2016
Won a silver medal (top 5%) in a Kaggle competition that involved predicting customers’ behavior and preferences on an e-commerce site.
See certificate