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USD 120 /hr

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Hire Shiro T.

Japan

USD 120 /hr

Independent ML Researcher | Expert in Python & ML programming (e.g. Pytorch) 5 years of experience in ML research

Profile Summary

I am an independent researcher on intelligence. I'm currently interested in how connectionist models can segment the world into symbol-like discrete primitives, form the symbolic system, and use the symbols to behave and think like humans. One of my ongoing projects is about systematic/compositional generalization. In the past I have been involved in research on e.g. out-of-distribution genralization, meta-learning, Continual learning, and etc. https://t46.github.io/

Subject Matter Expertise

• ★ Machine Learning
• ★ Neural Networks
• ★ Deep Learning
• ☆ Data Analysis
• ☆ Natural Language Processing
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Computer Vision

Services

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, Copywriting

Research Market Research, User Research, Feasibility Study, Fact Checking, Gap Analysis, Gray Literature Search, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Data Visualization, Big Data Analytics, Data Processing, Data Insights

Work Experience

Researcher

Self employed

April 2021 - Present

Education

Science

The University of Tokyo

April 2018 - March 2020

Certifications

• Master Of Science

  The University of Tokyo

  March 2020 - Present

Publications

JOURNAL ARTICLE

Shiro Takagi, Haruka Asanuma, Yoshihiro Nagano, Yuki Yoshida, Yasuhiko Igarashi, Masato Okada (2021). Statistical Mechanical Analysis of Catastrophic Forgetting in Continual Learning with Teacher and Student Networks . Journal of the Physical Society of Japan.