Jay Lin
Data / Back-end Development
Data / Back-end Development
Skills
Languages
English
・
Professional
Japanese
・
Beginner
Work experiences
Founder
MyDearTeacher・Full-time
Aug 2014 ~ Jul 2022
・
8 yrs 0 mosStartup:
- Initiated the project from the ground up, leading to the development of a profitable system that serves 300+ active users per month.
User research & Data analysis:
-Conducted over 1000 hours of user interviews and focus groups, providing valuable insights for product development and iterations.
-Performed in-depth data analysis, which informed critical business strategies and drove product iterations.
Web development:
- Solo executed full-stack web development using a technology stack including Flask, PostgreSQL, Bootstrap, and Google Cloud Storage.
Educations
University of Colorado Boulder
Master’s Degree・Data Science
2022 - 2023
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3.957/4 GPADescription
Data Mining, Database, Statistical Modeling, ML/DL, NLP, Software Architecture for Big Data
財團法人台灣人工智慧學校基金會
Non-Degree Program (e.g. Coursera certificate)・機器學習
2021 - 2021
Description
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%, comparing to the original BERT model.
National Taiwan University
Bachelor’s Degree・Economiscs
2008 - 2012
