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張恩耀
Data Scientist Engineer
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張恩耀
Data Scientist Engineer
喜歡探究現象背後的本質,並推論其因果關係。在學期間曾擔任社團社長、課程助教,善於團隊合作、與人溝通協調。碩士班期間獨立開發大型程式,擁有獨立完成過專案的能力,也會適時與同學討論,達到教學相長的目的。 擅長技術 論文:以多樣性測度估測集成模型預測正確率 統計:統計推論、變異數分析、迴歸、無母數檢定、多變量分析 資料探勘:特徵離散化、特徵萃取、徑向基函數、不平衡資料 機器學習:法則學、狄氏先驗貝氏分類器、隨機森林、集成模型
群聯電子股份有限公司(Phison Electronics Corp)
國立成功大學工業與資訊管理學系
台灣台北
Professional Background
Current status
Employed
Profession
Machine Learning Engineer
・
Python Developer
Fields
Artificial Intelligence / Machine Learning
Work experience
1-2 years (Less than 1 year relevant)
Management
I've had experience in managing 15+ people
Skills
Python
Numpy Pandas Matplotlib
Scikit-Learn
TensorFlow
Machine Learning
Excel
SPSS
Minitab
Git
Docker
Kubernetes
FastAPI
Tableau
Oracle
PostgreSQL
MS SQL
Cockroach Database
Greenplum Database
Kafka
Debizuim
Flask
Languages
English
・
Fluent
Chinese
・
Native or Bilingual
Highest level of education
Master
Job search preferences
Desired job type
Full-time
・
Interested in working remotely
Desired positions
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Desired work locations
Taipei City, Taiwan
Freelance
Part-time freelancer
Work Experience
資料科學工程師
群聯電子股份有限公司(Phison Electronics Corp)
・
Full-time
Jun 2022
-
Present
350, Taiwan, 台灣苗栗縣竹南鎮
設備資源管理 - 使用率追蹤 - 自動派工 組內服務 - 告警系統 - 系統信發送系統
統計學助教
國立成功大學(National Cheng Kung University)
・
Part-time
Jan 2021
-
Jun 2021
・
6 mos
Tainan City, Taiwan
一、講述正課內容的主體架構,釐清學生統計相關概念。 二、開放 Office Hour ,包含解題、證明相關統計學命題與統計概念釐清。 三、自行編寫授課講義與提供複習課程。
資料標記人員
ITRI 工研院
・
Internship
Jan 2019
-
Jun 2019
・
6 mos
Hsinchu County, Taiwan
資料標記
Education
國立成功大學工業與資訊管理學系
Master of Science (MS)
・
工業與資訊管理
2019 - 2021
・
3.9/4.3 GPA
Activities and societies
吉他社
Description
大型專案: 1. 廣義狄氏分配貝氏分類器 2. 自定義自適應集成模型 修課: 1. 資料探勘 (A) 2. 機器學習 (A+) 3. 賽局理論 (A+) 4. 模糊理論 (A+)
清華大學工學院學士班
Bachelor’s Degree
・
化學工程, 工業工程與工廠管理
2014 - 2019
・
3/4.3 GPA
Activities and societies
吉他社(社長)
Description
修課: 1. 計算機程式語言 (A) 2. 線性代數 (A+) 3. 作業研究 (A)