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Jay Lin
Data / Back-end Development
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Jay Lin

Data / Back-end Development
Data / Back-end Development
MyDearTeacher
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University of Colorado Boulder
New Taipei City, Taiwan

Professional Background

  • 現在の状況
    就職中
  • Profession
    Data Analyst
    Web Developer
  • Fields
    人工知能/機械学習
    エドテック
  • 職務経験
    6〜10年 (6〜10年関連の実務経験)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    Python
    Machine Learning
    Deep Learning
    PyTorch
    TensorFlow
  • Languages
    English
    ビジネスレベル
    Japanese
    初心者
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    フルタイム
    リモートワークに興味あり
  • Desired positions
    Data, backend or project management
  • 希望の勤務地
  • Freelance
    パートタイムのフリーランス

Work Experience

Founder

MyDearTeacher
フルタイム
8月 2014 - 7月 2022
8 yrs 0 mos
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.

Education

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Master’s Degree
Data Science
2022 - 2023
3.957/4 GPA
詳細
Data Mining, Database, Statistical Modeling, ML/DL, NLP, Software Architecture for Big Data
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Non-Degree Program (e.g. Coursera certificate)
機器學習
2021 - 2021
詳細
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.
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Bachelor’s Degree
Economiscs
2008 - 2012