Yasuyuki Kataoka
Applied Machine Learning Engineer (Data Scientist) on time-series and heterogeneous data
Education
Ph.D.
The University of Tokyo, Japan
Web Mining on social media / Deep Learning on computer vision
class of 2019
Exchange Program
University of Waterloo, Mechanical and Mechatronics Eng.
Control for Self-Driving Car running on Campus
2009
Master of Engineering
Tokyo Institute of Technology, Mechanical and Control Eng.
Nonlinear Control Theory on Tri-rotor Drone System, Jumping Robot
2008-2011
Bachelor of Engineering
Tokyo Institute of Technology, Control and Systems Eng.
Dynamical System and Control Engineering / general CS
2005-2008
Job Experiences
Data Scientist, ML / AI Engineer
NTT Innovation Institute, Inc.
End-to-end applied Machine Learning application development
2015 - present
Research Scientist
NTT R&D, NTT Service Evolution Lab.
Machine Learning Application R&D using NLP, IoT, HTML5
2011-2015
Technical Skills
Programming Language
python, C++/C, javascript, html, css, R, SQL, zsh, LaTeXData Science / Visualization
sklearn, keras/tensorflow, spark, kafkad3.js, bokeh, grafana, kibana, node.js, MySQL, influxDB, MongoDB, SPARQL
Control / Robotics
Matlab, MaTX, Matheatica, Maxima, Arduino
Conference Talk + more
Strata Data Conference in New York 2018 (accepted)
Real-time machine intelligence in IndyCar and Tour de France
2018
MIT Sloan Sports Analytics Conference 2017 (SSAC'17)
2017
The 52th IEEE Conference on Decision and Control (CDC'13)
Circle Motion Control of Trirotor UAV via Discrete Output Zeroing Control
2013
The 2013 IEEE/WIC/ACM International Conference on Web Intelligence (WI'13)
2013
Background
Data Science
Control Engineering / Robotics
Hacker Mentality
Awards & Honors + more
Prius Challenge
Best MPG Machine Learning Award by Toyota Research Institute, Mar '17Mercedes Benz Hackathon
2nd place award by MBRDNA, Nov '16Mylan Hackathon (USA & India)
1st place, Feb '16 & Mar '16NTT Service Evolution Lab.
Research Activity Award, May '14Tokyo Institute of Technology
Valedictorian, Mar '11Tokyo Institute of Technology
Excellent Student Award, Mar '09Certificate
Self-Driving Car Engineer
Udacity, Nanodegree Program (1 year)Deep Learning Specialization
Coursera (5 months)Language
English
Japanese