Experience

Tokyo Otaku Mode Inc.

• Japan
• Entertainment
• 1 - 100 Employee

• Freelancer

  • Dec 2019 - Present

  Research is dedicated to developing machine learning algorithms to classification auditory illusion brain data, which are often connected with human attention function disorders such as Auditory Processing Disorder (APD) and Attention-Deficit / Hyperactivity Disorder (ADHD). Several approaches to classification and analyze data have been developed, including convolutional neural network with accuracy of 100% and several feature selection algorithms used together with simpler machine learning methods such as support-vector machine and random forest. Aside classification task, feature selection methods are being used to analyze that exactly data features correspond to auditory illusions processes. Data pre-processing was done using Matlab and MNE-Python, and Scikit-learn and PyTorch were used for developing machine learning methods.



Japan Finder

• Translator

  • Oct 2019 - Present



Couger

• Japan
• IT Services and IT Consulting
• 1 - 100 Employee

• Staff Technical Writer, Translator

  • Feb 2019 - Feb 2020



Wincor Nixdorf

• Technical Support Staff

  • Jun 2015 - Sep 2016



Splinex

• Reseacher-developer

  • Sep 2013 - Jun 2015

  Developing BCI software. Developing BCI software.