Jay Lin
About
Soft Skills: Project Management
Data Skills: Data Mining, Data Analysis, Machine Learning, NLP
Web Skills: Flask, SQL, Docker
Linked-in Profile and Blog
Previous web/PM project: MyDearTeacher
Experience
Web Developer • MyDearTeacher
May 2021 - May 2022 · 1 yr 1 mo
-Transitioned from a project management role to a web development position, where I solely reworked the company's website.
-Integrated third-party APIs to enhance website functionality and provide users with additional features and services.
-Conducted data ETL for migrating data from old website to the new system. Designed and maintained the database structure, ensuring data integrity and efficient retrieval of information.
-Continuously gathered and analyzed user feedback, which drove iterative website enhancements for an improved user experience.
Project Manager • MyDearTeacher
Jul 2014 - Apr 2021 · 6 yrs 10 mos
-Successfully initiated a project from inception, resulting in the development of a profitable system that served over 300 active users per month.
-Conducted extensive user research, including over 1000 hours of user interviews and focus groups, providing invaluable insights for product development and iterative improvements.
-Utilized data analysis techniques to gain deep insights, which informed critical business strategies and drove iterative product enhancements.
-Collaborated effectively with web developers and designers to ensure seamless project execution and delivery.
Education
May 2022 - Oct 2023
University of Colorado Boulder
Master's degree, Data Science
- Grade: GPA 3.957/4.0
- Core Courses: Data Mining, Database, Statistical Modeling, ML/DL, NLP
May 2021 - Dec 2021
Taiwan AI Academy
Machine Learning Bootcamp
Solid training in machine learning and deep learning. Presented a capstone project on text classification with extremely small and unbalanced dataset. Conducted a series of experiments using a variety of approaches, such as Easy Data Augmentation(EDA), GAN-BERT, Sentence-BERT... etc. Reported to boost the classifiers' performance by about 10%, compared to the original BERT model.
2008 - 2012
