Yuri Kimura
Data Scientist, ML Engineer
Tokyo, Minatoku
Summary
Innovative ML Engineer possessing strong mathematical skills and detailed knowledge of machine learning evaluation metrics and best practices. Offering more than 3 years of experience creating programs and algorithms to enable machines to take actions without being directed. Expertise in predictive analysis, data mining and computational statistics. Logical and detailed professional with exceptional Python coding.
Overview
3
3
years of professional experience
5
5
years of post-secondary education
Work History
ML/AI Engineer
BASE,inc
Tokyo
06.2021 - 09.2022
- Managed infrastructure and data pipelines to bring codes to production.
- Developed ML algorithms to analyze huge volumes of historical data to make predictions.
- Selected appropriate datasets and data representation methods.
- Researched and implemented best practices to improve existing machine learning infrastructure.
- Consulted with managers to determine and refine machine learning objectives.
- Conducted research to uncover trends in customer behavior.
- Analyzed problems to develop solutions involving computer hardware and software.
Data Scientist
Mizuho Securities Co., Ltd.
Tokyo
07.2019 - 04.2021
- Created and implemented new forecasting models to increase company productivity.
- Applied statistical and algebraic techniques to interpret key points from gathered data.
- Extracted and assessed data from databases to drive improvement of product development and business strategies and processes.
- Developed intricate algorithms based on deep-dive statistical analysis and predictive data modeling.
- Assessed accuracy and effectiveness of new and existing data sources and data analysis techniques.
- Discovered stories told by data to present information to scientists and business managers.
- Leveraged mathematical techniques to develop engineering and scientific solutions.
- Applied loss functions and variance explanation techniques to compare performance metrics.
- Developed polished visualizations to share results of data analyses.
- Compiled, cleaned and manipulated data for proper handling.
- Improved data collection methods by designing surveys, polls and other instruments.
Education
Bachelor of Arts - Economics, Econometrics
Temple University Japan
Tokyo 09.2014 - 04.2019
Summer Program - NLP (from Word2Vec To Transfomer)
The University of Tokyo
Tokyo 04.2001 -
No Degree - Machine Learning Engineering And Data Science
Le Wagon Tokyo
Tokyo 04.2001 -
Timeline
ML/AI Engineer
BASE,inc
06.2021 - 09.2022
Data Scientist
Mizuho Securities Co., Ltd.
07.2019 - 04.2021
Bachelor of Arts - Economics, Econometrics
Temple University Japan
09.2014 - 04.2019
Summer Program - NLP (from Word2Vec To Transfomer)
The University of Tokyo
04.2001 -
No Degree - Machine Learning Engineering And Data Science
Le Wagon Tokyo
04.2001 -
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