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蔡睿庭
資料工程師
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蔡睿庭
資料工程師
新任職於香港商聯寶電腦,開發公司內部系統 曾任職於聯合智網擔任數據工程師,規劃電商平台商品推薦演算法。 曾任職於信諾科技,擔任自然語意分析NLP技術的研發,包含中文斷詞、文本特徵提取、文章主題分析、文章自動標籤、關聯文章計算、詞關聯脈絡分析等技術。 在交大求學期間受指導教授薰陶接觸人工智慧,研究所畢業後決定投身軟體領域,透過上網與買書自學Python,與參加資策會-AI人工智慧應用開發就業養成班(600小時培訓課程)後擔任軟體工程師。 資料處理與特徵分析應用至機器學習、深度學習。另外還有基礎網頁前後端與資料庫使用能力。
香港商聯寶電腦有限公司台灣分公司
國立交通大學 National Chiao Tung University
台灣台北市
Professional Background
Current status
Employed
Profession
Data Scientist
Fields
Software
Work experience
2-4 years (2-4 years relevant)
Management
Skills
Python
AI & Machine Learning
AI / 機器學習
Scikit-Learn
Tensorfolw
NLP Statistical Analysis
NLP Machine Learning
Languages
English
・
Fluent
Highest level of education
Master
Job search preferences
Desired job type
Full-time
・
Interested in working remotely
Desired positions
軟體工程師
Desired work locations
Taipei, Taiwan
Freelance
Part-time freelancer
Work Experience
軟體工程師
香港商聯寶電腦有限公司台灣分公司
・
Full-time
Jul 2022
-
Present
數據工程師
聯合智網股份有限公司
・
Full-time
Apr 2022
-
Jul 2022
・
4 mos
Taipei City, Taiwan
1. Build an e-commerce recommendation system by building a knowledge graph and using algorithms.
資料工程師
信諾科技
Apr 2020
-
Apr 2022
・
2 yrs 1 mo
研發公司的NLP技術,建立技術平台"推敲TextChase" 通過SIIR研發補助(
https://www.utrust.com.tw/news/5470530685
) 專案4391筆文本,利用NLP技術自動給予文本標籤 10年間論文文本共849篇,找出論文主題、文本標籤趨勢之變化 9358篇食品相關文章,找出詞關聯的脈絡分析
Education
國立交通大學 National Chiao Tung University
Master of Science (MS)
・
土木工程
2016 - 2019
國立交通大學 National Chiao Tung University
Bachelor of Engineering (BEng)
・
土木工程
2012 - 2016