Noppadol Assavakamhaenghan
Data Scientist
Biography
I am currently a data scientist at AIA Thailand. My areas of interest are Machine learning and Data Mining. I experienced working in various data mining projects by using Python. I am eager to learn new knowledge and love to find a better solution to a problem. In addition, I am interested in finding new experiences and working with people in a cross-cultural team.
Download my resumé.
Interests
- Data Science
- Machine Learning
- Software Engineering
Education
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M.E. in Information Science, 2020 - 2022
Nara Institute of Science and Technology (Received a Monbukagakusho Scholarship) GPAX:3.50/4.00
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B.S. in Information and Communication Technology, 2016 - 2020
Mahidol University (Graduated with First-class honours) GPAX:3.90/4.00
Experience
Data Scientist - Data Science
Data Analyst Intern - Evaluation System
- Researched and developed an evaluation system for the image recognition model.
- Analyzed and identified how to improve the performance of the existing image recognition model.
- Proposed and developed an automatic evaluation service for comparing the performance of the image recognition model using Python with Docker and GitLab.
- Utilized Scrum with a team of 7 developers to develop the service and present it to the client.
- My evaluation service reduced the time it takes for model performance improvement.
Research Assistant - Chatbot
- Implemented machine learning for text classification using TensorFlow.
- Designed and Implemented the infrastructure of the Chatbot system.
- Led the team of 4 graduate students in this project.
- Contributed to integrating the Chatbot system to Google Home.
International Research Internship Student - Software Engieering Laboratory
- Collected software development process data from JIRA issue Tracker API.
- Managed data using MySQL.
- Performed analysis of the collected data and created visualizations.
- This work was published as “Software Team Member Configurations: A Study of Team Effectiveness in Moodle” in IWESEP2019.
