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juniorliu95/README.md

LIU Junyu

Email | Google Scholar

I am a researcher in Toshiba R&D center. My goal is to improve the efficiency and reduce the cost by propose and implement data analysis solutions to practical problems in the manufacturing and infrastructure environment. I am also very passionate about medical informatics and hope that my research will help to achieve more accurate, efficient and cost-effective diagnosis and decision making.

Experience

Customer engineer

Scale AI - Tokyo, Japan 11, 2023 - Present

  • provide technical support for local customer in Japanese
  • solutions for optimizing platform tools

Researcher

Toshiba - Kanagawa, Japan
4, 2022 - 10, 2023

  • Focus on the practical problems in the manufacturing and infrastructure environment.
  • Deploying and adjusting SOTA models on consignment projects.

Algorithm engineer

Hikvision - Hangzhou, China
4, 2019 - 9, 2019

  • I proposed an algorithm for active learning. Results were presented at a conference.
  • I implemented the then-current deep learning model CornerNet and tested it on the company's product development dataset.

Algorithm engineer

HY Medical Tech - Beijing, China
4, 2018 - 7, 2018

  • I participated in the development of an automated medical examination platform.
  • Two papers were published according to my algorithm.

Education

PhD candidate, Medical Science

Kyoto University - Kyoto, Japan
4, 2023 - 9, 2025

PhD candidate (quit), Computer Science

Kyoto University - Kyoto, Japan
10, 2019 - 4, 2022

Master, Electrical Engineering

Harbin Institute of Technology - Harbin, China
9, 2017 - 7, 2019

Bachelor, Electrical Engineering

Harbin Institute of Technology - Harbin, China
9, 2013 - 7, 2017

Skills

  • Programming Language:python, C++, Javascript
  • Data analytics: SQL, pyTorch, scikit-learn, pandas, numpy
  • Theories: machine learning, deep learning, image processing, NLP

Projects

Public opinion analyses on Covid-19 vaccine

12, 2021 - 5, 2022

  • Code of "Fear of Infection and Sufficient Vaccine Reservation Information Might Drive Rapid Coronavirus Disease 2019 Vaccination in Japan: Evidence from Twitter Analysis"
  • Link to the project repository

Fingerprint orientation field analysis

4, 2017 - 4, 2018

Languages

  • English (business level)
  • Japanese (business level)
  • Chinese (native)

Interests

  • Time series
  • Medical informatics
  • Semi-supervised learning

Pinned Loading

  1. auto_fill_delivery_website auto_fill_delivery_website Public

    JavaScript 1

  2. karapia karapia Public

    A virtual piano by detecting your fingers

    Python 1

  3. COVID_fear COVID_fear Public

    Fear of Infection and Sufficient Vaccine Reservation Information Might Drive Rapid Coronavirus Disease 2019 Vaccination in Japan: Evidence from Twitter Analysis

    Python

  4. OrieNet OrieNet Public

    This work is the DRNN part of OrieNet.

    Python

  5. BG2CRW/passenger_flow_statistics BG2CRW/passenger_flow_statistics Public

    count people by deep learning

    C 8 2