Data Scientist/Machine Learning Engineer. Experienced in many data analysis projects (those details in portfolio section). Data has tremendous potential. I bring significant value from the valuable data your company possesses using data science and machine learning techniques.
Ritsumeikan University (Japan)
Studied a wide range of general physics and mathematics, including electromagnetism, quantum mechanics, statistics, physical mathematics, Computer science, linear algebra, wave mechanics, seismology and thermodynamics.
Ritsumeikan University (Japan)
A member of a Seismic Analysis laboratory, working on underground analysis to unravel the mysteries of earthquake generation mechanisms using machine learning, data science with a valuable past data.
Toronto School of Management (Canada)
Learning the following required for data scientists: Data Design, Data Handling and Decision Making, Working with Data using SQL, Data Visualization and Interpretation.
EF Education First Inc.
Utilized NLP's WordCloud technique to visualize insights from past customer data held by the company, aiming to understand what aspects were driving customers' interest in studying abroad and why they were drawn to specific countries and cities. Based on these visualizations, I proposed recommendations for event content tailored to these insights. /Visualized and forecasted the trends in popular study abroad destinations based on factors such as universities, gender, and purposes. /Proposed the best PR strategy based on the data and succeeded in attracting about 200 people to the company's PR event. /Leveraged my studying abroad experience to provide advice to Japanese individuals who try to study abroad.
Ritsumeikan University
Using my knowledge of machine learning, mathematics, and Physics to teach Seismology class to bachelor students until they understand. /Worked with professors to grade assignments, tests, and other submissions and suggested improvements in class content. /Demonstrating coding, experiments, and analytical method of assignments. /In charge of preparing documents to be used in class, inspecting laboratory equipment, and conducting demonstrations in advance of the class.
Dyne Technology Inc.
Conducted data preprocessing and cleaning for the data owned by the company in order to build a machine learning model. /Developed a menu similarity measurement model to identify competitor menus for our customer offerings using NLP. /Deployment of the machine learning model I developed (Cloud: Azure, FW: Flask). /Data visualizations to search for new value and insights from big data using Python and Tableau.
National Institute of Advanced Industrial Science and Technology(AIST)
Collaborated with the Project Manager to define project requirements through client consultations. /Configured the client's development environment using Docker. /Extracted the required data for the client using web scraping techniques. /Developed a database using Python and PostgreSQL.
