data analyst 資料分析師
Taipei Special Municipality,TW
[email protected]
「熱愛生活中的事物,熱愛挑戰自己,樂於學習。」
興趣:跳舞·旅遊·閱讀
Disney+ Business Division
- Regular import of data from SAP ERP into CRM System (AWS) for visualization.
- Built and Maintained Audience Profiling Database (Location-Based Services (LBS), Cross-Selling Systems, User Behavior Data, CBS Traffic Data Database, etc.)
- Sentiment Analysis with Infominer on OTT Platforms (Disney+, Netflix, HBO GO, etc.)
- Customized Customer Analysis and Business Recommendations
- SMS Marketing with A/B Testing
- Employing AI tools like ChatGPT-4 for various tasks such as data analysis, content creation.
Capability to transform data mining and analysis techniques into effective market insights.
Apply to projects,
▪ Beyond intutive Markerting :The Pivotal Role of Data Science in Streaming Media
1. 定期將業務資料(SAP ERP) 導入CRM系統(AWS) 並進行區分,含資費方案申辦數、轉換率、取消率及留存率等。
2. 建立及維運LBS/ 跨銷售系統 /用戶行為數據/CBS流量數據資料庫
3. 使用infominer輿情分析工具對Disney+、Netflix等OTT平台影片進行輿情分析
4. 機器學習結合商業分析
a.使用機器學習決策樹、KNN等其他模型查看用戶輪廓
b.建立RFM模型與機器學習K-Means結合 。
5. SMS行銷 A/B testing 。
6.運用AI 工具(chatgpt4 , bard 等等 )來輔助資料分析及商業見解
*擅長運用excel 進階函數 / 交叉分析篩選器 輔助資料分析 ,涵蓋動態函數(unique, filter, etc)*
*能夠運用python 進行資料分析及機器學習(Regression Analysis, Decison Tree, Kmeans, etc)*
能將數據分析和商業模型轉化為有效的市場洞察力。
1. 建立直播平台賽事日程表與後台資料建立
2. 網站流量監控與數據整理,並分析高流量賽事作為直播平台播出賽事
3. 統整赛事資料,統整數據數據字典最為後續分析使用
- Establish a live streaming platform with a schedule of events and backend data setup.
- Monitor website traffic and organize data, analyzing high-traffic events for broadcast on the live streaming platform.
- Compile event information and consolidate data dictionaries for subsequent analysis.
1.辦理內部員工教育活動
2.推廣數位自學coursera edx 等課程
3.協助數位深耕計畫執行
4.VR教學及體驗指導
2023.7.01 - 2023.11.30 -> 教學實習生
DIGI+Talent 實習生 專題成果發表,取得特選獎
打工度假及參加當地的舞蹈比賽活動,讓我體驗到當地的生活與當地的舞蹈文化背景,最讓我訝異的是當地居民的熱情與文化。
Chinese - Native
2022 TOEIC 755
R / python / Excel
tableau / powerbi / aws visualization
decision tree/regression /Kmeans, etc
marketing : A/B testing
business model : RFM / CLV / SWOT
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