Jay Lin
Data / Back-end Development
Data / Back-end Development
專業背景
- 目前狀態就職中
- 專業數據分析師・網站開發人員
- 產業人工智慧 / 機器學習・教育科技
- 工作年資6 到 10 年 (6 到 10 年相關工作經驗)
- 管理經歷我有管理 1～5 人的經驗
- 技能
- 語言能力English・專業Japanese・初階
- 最高學歷碩士
求職偏好
- 預期工作模式全職・對遠端工作有興趣
- 希望獲得的職位Data, backend or project management
- 期望的工作地點
- 接案服務兼職接案者
工作經驗
Founder
Startup:
- 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.
學歷
Master’s Degree
・
Data Science簡介
Data Mining, Database, Statistical Modeling, ML/DL, NLP, Software Architecture for Big Data
Non-Degree Program (e.g. Coursera certificate)
・
機器學習簡介
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.
Bachelor’s Degree
・
Economiscs