Career Profile
Data scientist with Business Planning Experience
- 7 years of data science and software development, including planning of new digital service.
- Established and managed an application development team as a group leader, responsible for end-to-end project delivery.
- Expert in data analysis, combinatorial optimization, machine learning, and mathematical modeling using Python and SQL.
- Strong analytical and execution skills with leadership; strong understanding of business strategies and processes, gained through new business planning and driving company-wide initiatives.
- Led and coordinated with multicultural teams in English; worked with engineers in Thailand and Vietnam.
Professional Experience
- Launched a New business planning process in the company. Proposed for lack of new planning function and designed a new business development framework. Started next year as a new established team, expanding to 6 members in 2 years (local members in Thailand). Initiated leading teams in identifying and resolving project and organizational issues. Reporting to President and Division manager as a Group leader.
- Developed digitalization support business. Created a digitization support business applying No-code tools (bubble.io, PowerApps) with a few software engineers, discovered IT consultation service by communicating directly with end-users from a neutral standpoint. Completed more than five projects totaling over 5M THB. The business was highly regarded as a cornerstone of the application business throughout the company.
- Involved in projects that drive change in the automotive industry, notably CASE. Examining and promoting both business and technical issues.
Worked as Project manager / Data Scientist / System Engineer / Educator
- Simulator development and data analysis for MaaS planning. Development of a discrete event simulator for preliminary verification of new mobility service planning (python/simpy). Analyzed and reported simulation results. As a project manager, managed progress, quality control, and client negotiation for each project phase, worth 40M JPY in 3 years.
- Automation of floor plan design in housing. Development of automated design algorithms using heuristic techniques (C#). Collaborated with a major Japanese construction company to explore new possibilities for applications of mathematical optimization technology. Horizontal deployment to other companies in the industry was also considered, resulting in a 2-year, 30M JPY project.
Additional Experience
Provided learning support and career assistance to 15+ students through online sessions. Participated as the first mentor and planned the standards of the service. Supporting scientific thinking, SQL, reporting, and Python/Machine learning basics.
Algorithm development for driving behavior event detection using smartphone GPS/sensor data. Led the technical direction and project management. Working on new algorithm development, data analysis, and technical proposal to CTO. Collaborated with Vietnamese engineers on a fully remote and part-time basis.
Community Involvement
Contributed to an online community of Japanese data scientists. Promoting multiple projects improved various skills.
- Network analysis of slack conversation data
- Knowledge graph development using SemanticMediaWiki
- Crowdfunding project planned to launch a service to solve their challenges in learning data science
Designing and operating science experiment classes for children. Represented in 2021. Experienced in leadership and long-term organizational management ideas.
Education
- Major: Cosmo chemistry / Geochemistry / Inorganic analytical chemistry
- Research title: Formation process of the early solar system by chemical analysis of meteorites Obtained “A” grades for all classes in the master course
Mineralogical & chemical analysis of the Chelyabinsk meteorite in the international team