I have a Master's degree in Statistics and Information Science from Fu Jen Catholic University, specializing in data analysis and user behavior analysis. During my studies, I worked as a data analyst at the Chinese Data Mining Society (CDMS), primarily focusing on medical-related data analysis. During this time, I had the privilege of collaborating with physicians from different hospitals on research projects and assisting them in publishing academic papers, accumulating valuable experience in data analysis.Currently, I serve as a Senior Data Analyst at Ace Exchange, one of the top three crypto exchanges in Taiwan. My main responsibilities include user clustering (RFM), user behavior analysis, activity effectiveness analysis and prediction, analysis and prediction of exchange financial products usage, as well as supporting various departments in report generation and organizing data requirements. I aim to provide insights and recommendations to various departments through my professional data organization and analysis skills.Due to my experience working in exchange, I have had the opportunity to familiarize myself with the crypto industry and acquire knowledge in finance, igniting my passion for this field and motivating me to seek further learning. I aspire to contribute more to the exchange by leveraging my professional abilities, accumulated work experience, and enthusiasm for the industry, assisting it in further growth and development.
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資料分析師神坊資訊 Symphox Information -
Senior Data AnalystAce王牌數位資產管理集團 Ace Crypto Assets Management Group Nov 2021 - Present台灣 臺北市數據分析資料庫- 利用Apache NiFi和Tableau Prep整合多個資料庫,實現數據定期更新,為公司搭建高效的數據分析平台。用戶資料標籤及行為分析- 建立多維度用戶標籤,深入分析用戶行為,為產品優化和精準行銷提供數據支持。- 運用統計與機器學習模型,建立精準的會員分群模型,深入分析不同用戶群體在產品使用行為上的差異,為產品優化和精準行銷提供數據驅動的決策依據。公司產品使用分析及預測- 建立產品分析報表,分析產品使用狀況,提出優化建議,並通過統計和機器學習模型探索產品之間的關聯性,辨識潛在的交叉銷售機會或互補效應。- 建立幣價回歸預測模型,以幣價波動性為基礎,預估用戶交易量,協助公司及早制定應對策略。 -
Customer Analyst星裕國際股份有限公司 Jun 2021 - Sep 2021台灣 臺北市會員分群- 建立「RFM 模型」、「百分比分群」、「K-means 集群分析」將不同品牌會員進行分群,發掘各族群獨特消費特性,依據分群結果,協助打造分眾行銷策略,實現精準行銷目標。
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Junior Data Analyst中華資料採礦協會 Jul 2020 - Sep 2021台灣 新北市中醫乳癌治療論文研究- 與中國醫藥大學醫師合作,探討中醫治療方法與藥物在乳癌不同臨床與病理期別「存活率」上的影響。- 研究成果已發表於美國國家醫學圖書館 (National Library of Medicine) 期刊。
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Teaching Assistant輔仁大學 Oct 2020 - Jan 2021台灣 新北市
Frequently Asked Questions about Chen Hsuan Yeh
What company does Chen Hsuan Yeh work for?
Chen Hsuan Yeh works for 神坊資訊 Symphox Information
What is Chen Hsuan Yeh's role at the current company?
Chen Hsuan Yeh's current role is 資料分析師.
What schools did Chen Hsuan Yeh attend?
Chen Hsuan Yeh attended 輔仁大學, 輔仁大學.
Who are Chen Hsuan Yeh's colleagues?
Chen Hsuan Yeh's colleagues are Lerler Huang, Ryder Chien, Chien-Feng Hsiung, Josh Chen, 陳孟良, Luke Chao, Lexi Lee.
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Hsuan-Chen Y.
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