Reina Shimizu
Data Scientist
Melbourne
Summary
With a robust background in data science, I have both academic research and professional settings. At Monash University, I conduct MRI image reconstruction research using the MC-DDPM deep learning model. In my role at KPMG Ignition Tokyo, I effectively bridged the gap between data scientists and clients as a business analyst. Furthermore, my experience at TATA Consultancy Services, particularly in machine learning, underscored my ability to transform complex data into actionable insights.
Overview
5
5
years of professional experience
7
7
years of post-secondary education
2
2
Languages
Work History
Senior Consultant
KPMG Ignition Tokyo Inc
10.2021 - 06.2022
- Worked on a data science project for the Tax business as a senior business analyst, bridging the gap between data scientists and clients by gathering requirements and managing the progress of development in the PoC.
- As Business Analyst Guild Lead, I led about 15 business analysts, organized training plans, and gave lectures to improve their skills.
Consultant
KPMG Ignition Tokyo Inc
10.2019 - 09.2021
- Managed project tasks using DevOps, reported progress to clients, resolved team issues, and delivered business requirements to engineers.
- Created user stories, prioritized tasks, and established project scopes and timelines.
- Visualized business processes and gathered requirements for "as-is" and "to-be" user flows.
- Facilitated communication between clients and engineers, addressed technical issues, and defined system functionalities.
- Conducted data analysis using Tableau, Power BI, Sofy, and Alteryx; identified data patterns and analyzed model inaccuracies.
- Developed a Handwritten Recognition script using Python OpenCV.
- Produced various documents, including minutes, user manuals, and functional/non-functional requirements.
Data Scientist
TATA Consultancy Services Japan Ltd
03.2019 - 09.2019
- Utilized OpenCV and CNN for image analysis and proposed a solution.
- Authored a white paper on IoT solutions and presented Agile methodologies to associates.
Data Scientist
TATA Consultancy Services Japan Ltd
04.2018 - 02.2019
- Worked on a thermal power plant optimization project.
- Data preprocessing, including cleaning and feature extraction.
- Descriptive and diagnostic analysis, including line plots, tree models, and clustering.
- Predictive analysis using LSTM models with hyperparameter tuning.
- Conducted knowledge-sharing sessions on Neural Networks, LSTM models, and Python coding.
Training and Work at IOT Delivery Office
TATA Consultancy Services Japan Ltd
11.2017 - 03.2018
- Underwent training in machine learning, Python, R, and statistics.
- Learned about thermal power plant structures and conducted presentations for the consulting team.
General Training
TATA Consultancy Services Japan Ltd
04.2017 - 11.2017
- Completed general training as a TCS associate, covering IT basics, security, Java programming, SQL, Linux, CSS, HTML, and presentation skills.
- Studied Product Life Cycle Management in India.
Education
Master of Science - Artificial Intelligence
Monash University
Clayton 05.2022 - 01.2024
Bachelor of Arts - Social Sciences
Aoyama Gakuin University
Tokyo 05.2012 - 03.2017
Skills
Python
ASPNET
Business Analysis
Consulting
Resides
4-52-2 Kameido, Kouto-ku, Tokyo, 136-0071, Japan
Personal Information
- Date of Birth: 05/09/93
- Nationality: Japanese
- Linkedin: www.linkedin.com/in/reina-shimizu-b62373227
Timeline
Master of Science - Artificial Intelligence
Monash University
05.2022 - 01.2024
Senior Consultant
KPMG Ignition Tokyo Inc
10.2021 - 06.2022
Consultant
KPMG Ignition Tokyo Inc
10.2019 - 09.2021
Data Scientist
TATA Consultancy Services Japan Ltd
03.2019 - 09.2019
Data Scientist
TATA Consultancy Services Japan Ltd
04.2018 - 02.2019
Training and Work at IOT Delivery Office
TATA Consultancy Services Japan Ltd
11.2017 - 03.2018
General Training
TATA Consultancy Services Japan Ltd
04.2017 - 11.2017
Bachelor of Arts - Social Sciences
Aoyama Gakuin University
05.2012 - 03.2017