Mingyu Lyu
Tokyo,13
Summary
Motivated student currently working towards degree in intelligentization of transportation systems based on reinforcement learning. Adept at Physical world modeling， Machine learning, and Mathematics for research. Extensive background in investigating machine learning research.
Overview
7
7
years of professional experience
Work History
Research Assistant
Miyatake Lab, Sophia University
04.2023 - Current
- Performed statistical, qualitative, and quantitative analysis.
- Worked both independently and collaboratively in fast-paced laboratory environment.
- Reviewed documents and data to identify trends and patterns.
- Maintained up-to-date records of research activities and results for future reference.
- Trained and supervised junior technicians in laboratory protocols.
- Collaborated with other researchers to develop successful research strategies.
- Participated in research projects by designing and executing experiments.
Teaching Assistant
Sophia University
04.2021 - Current
- Helped with grading assignments and tests, providing constructive feedback to students based on results.
- Assisted teachers with classroom management and document coordination to maintain positive learning environment.
- Supported classroom activities, tutoring, and reviewing work.
- Assisted in maintaining engaging and respectful educational environment by promoting discipline and cooperation.
- Maintained laboratory safety by demonstrating equipment and techniques.
- Presented wide range of information to students using hands-on instructional techniques for effective comprehension.
Laboratory Assistant
Xi'an Jiaotong-Liverpool University
07.2017 - 07.2019
- Maintained documentation on tests performed in lab.
- Tracked collected specimens by initialing, dating, and noting times of collection.
- Prepared samples for shipping and disposed of bodily fluids in proper containers.
- Obtained samples for testing following standard protocols.
- Auxiliary work in the lithium-ion battery research laboratory.
- Battery assembly and testing.
- Results collation and analysis.
Intern
TGOOD
06.2016 - 08.2016
- Sorted and organized files, spreadsheets, and reports.
- Analyzed problems and worked with teams to develop solutions.
- Maintained accurate records and documentation of projects to inform stakeholders of progress and updates.
Education
Ph.D. - Artificial Intelligence And Robotics
Sophia University
Tokyo, Japan03.2026
Master of Engineering - Electrical Engineering And Automation
Sophia University
Tokyo, Japan03.2023
Bachelor of Engineering - Electrical, Electronics Engineering Technologies
Xi'an Jiaotong-Liverpool University
Suzhou, China07.2019
Skills
- Fluent in English, Japanese, Chinese
- Python, PyTorch
- Matlab
- Research Paper Writing
- Problem-Solving
- Team Interaction
Languages
Chinese (Mandarin)
Native language
English
Proficient
C2
Japanese
Advanced
C1
German
Beginner
A1
Timeline
Research Assistant
Miyatake Lab, Sophia University
04.2023 - Current
Teaching Assistant
Sophia University
04.2021 - Current
Laboratory Assistant
Xi'an Jiaotong-Liverpool University
07.2017 - 07.2019
Intern
TGOOD
06.2016 - 08.2016
Ph.D. - Artificial Intelligence And Robotics
Sophia University
Master of Engineering - Electrical Engineering And Automation
Sophia University
Bachelor of Engineering - Electrical, Electronics Engineering Technologies
Xi'an Jiaotong-Liverpool University
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