Jay Lin
Data / Back-end Development
Data / Back-end Development
专业背景
- 目前状态就职中
- 专业数据分析师・网站开发人员
- 产业人工智能 / 机器学习・教育科技
- 工作年资6 到 10 年 (6 到 10 年相关工作经验)
- 管理经历我有管理 1～5 人的经验
- 技能
- 语言能力English・专业Japanese・初阶
- 最高学历硕士
求职偏好
- 预期工作模式全职・对远端工作有兴趣
- 希望获得的职位Data, backend or project management
- 期望的工作地点
- 接案服务兼职接案者
工作经验
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.
学历
Master’s Degree
・
Data Science简介
Data Mining, Database, Statistical Modeling, ML/DL, NLP, Software Architecture for Big Data
Non-Degree Program (e.g. Coursera certificate)
・
機器學習简介
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