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莊格維
AI Engineer
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莊格維

AI Engineer
I have over 10 years of working as an engineer and programmer. the summary of my working experience about below: 1. 3 years for iOS/Android App development (Java for Android, Objective-C for iOS 2. 6 years for server/backend/service design (C++ for dataflow service, PHP, Python, Node.js, Golang) 3. 10 years for client-site including phone and web and desktop (React, Vue, C++, Python, Java, Objective-C) 4. 2 years for Machine learning/ Deep learning (TensorFlow, PyTorch, Keras, Bert, ResNet..)
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睿訊有限公司
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國立政治大學
Taipei City, Taiwan

Professional Background

  • Current status
  • Profession
    App Developer
    Back-end Engineer
    Front-end Engineer
  • Fields
    Artificial Intelligence / Machine Learning
    Mobile Apps
    Internet
  • Work experience
    10-15 years (10-15 years relevant)
  • Management
    I've had experience in managing 5-10 people
  • Skills
    Python
    Django
    tensorflow
    PostgreSQL
    MongoDB
    Node.js
    React.js
    Vue.js
    Redux
    Vuex
    JAVA
    C#
    .Net framework
    Spring MVC
    Objective-C
    Docker
    GitLab
  • Languages
    Chinese
    Native or Bilingual
    English
    Intermediate
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
  • Desired work locations
  • Freelance
    Full-time freelancer

Work Experience

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人工智慧研發工程師

Jul 2019 - Present
1. use machine learning model to solve the internal requirements. like NPL for players chat, risk assessment.. 2. research deep learning and those top pre-training model to think about how to help the company works. 3. build up some web service for internal requirements like visual dataframe, maintaining network tool, hr system.. 4. used tools: python, tensorflow, torch, django, bert, postgresql, mongodb, node.js, sequelize, react, redux, vue.*, docker, git, svn,

Software Developer

Jun 2018 - May 2019
1 yr 0 mos
1. website frontend use react, redux, react.* visual tools. 2. website backend use python, django, c# .net, stripe api, tradingview api, mongodb, postgresql, 3. internal tool for visual data of user reaction and stock details.
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開發組組長

Jun 2015 - Mar 2018
2 yrs 10 mos
1. 系統規劃與工作進程安排 2. code review 與 code style define 3. 多數時還是做 backend server site 4. 組員約8~10人
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程式設計師

Dec 2013 - Apr 2015
1 yr 5 mos
1. 手機App雙系統開發 Objective-C for iOS, Java for Android. 2. 混合手機App 使用 cordova 3. 雙系統APP上架與維護, 推播串接, 金流串接 4. 網站前端開發

Education

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Master’s Degree
資料科學
2020 - 2022
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Bachelor’s Degree
資訊管理
2007 - 2011
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High School Diploma
資料處理
2004 - 2007