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Create your job-winning resume using our free AI Resume Builder.
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Access our extensive library of professional & ready-to-use templates.
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Browse our selection of top resumes shared by our users.
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BAI JIA-HUEI
國立台灣大學應屆畢業生
剛畢業於國立臺灣大學健康數據拓析統計研究所，具備紮實的統計訓練與數據敏感度。熟悉 SQL、Python、R、SAS 等工具，具備資料處理、視覺化與分析能力。對資料工程抱有高度熱情，學習心態開放，能快速掌握新技術並應用於實務問題解決。同時具備良好的問題解決能力、團隊合作精神與溝通能力，期望投入數據工程師職位，協助打造高效、可靠的資料基礎架構，為團隊創造實質價值。
國立台灣大學
國立台灣大學
台灣
Taiwan
Featured Resume
Uploaded on Sep 11th 2025
Professional Background
- Current StatusUnemployed
- ProfessionData Engineer・Data Scientist・Data Analyst
- Fields
- Work ExperienceLess than 1 year (Less than 1 year relevant)
- ManagementNone
- Skills
- LanguagesEnglish・Fluent
- Highest Level of EducationMaster
Job Search Preferences
- Current StatusReady to interview
- Desired Job TypeFull-time・Interested in working remotely
- Desired PositionsData Engineer 數據工程師 / Data Analyst 數據分析師
- Desired Work LocationsTaiwan
- Freelance
Work Experience
Education
Master of Science (MS)
・
健康數據拓析統計研究所Description
碩士期間表現優異，曾於碩一下學期獲得班級排名第三，並以 A+ 成績完成畢業論文。
碩士論文：臺灣卵巢癌病患存活預測的基因標記
• 運用 Cox 迴歸模型進行全基因組關聯分析，成功鑑別出與卵巢癌患者死亡與復發風險顯著相關的遺傳變異
• 整合多基因風險分數至存活模型，成功提升卵巢癌預後預測效能，C-index 提升約 1.9% ~ 3.4%
• 多基因風險分數能顯著區分患者的死亡與復發風險，具臨床應用潛力https://drive.google.com/drive/folders/1zOzoJYP6L2qDAgwtmsn0Ang0grntSdMc?usp=sharing
Kaggle 資料集分析：
1. 基於機器學習與基因演算法特徵選擇之釣魚網站預測模型
• 有別於常見的特徵選擇方法，導入基因演算法進行特徵篩選
• 決策樹模型達到 92% 的準確率，且兼具高可解釋性與運算效率
2. 運用機器學習方法預測電信業的客戶流失
• 建立決策樹、XGBoost 與羅吉斯迴歸等模型進行客戶流失預測
• 採用欠採樣技術改善類別不平衡問題，使模型召回率提升約 22% ~ 34%
https://drive.google.com/drive/folders/16dXWdTqA3q7a_DmVpSqKdn-IOHP0BvdQ?usp=sharing
Bachelor of Business Administration (BBA)
・
統計學系Activities and societies
統計系女排-隊長
• 帶領球隊訓練與比賽，培養團隊合作與領導能力
• 代表系隊參與兩屆 大統盃排球賽
Description
在學期間表現優異，曾獲 108 學年度第二學期書卷獎，並以系排名第 6/68（前 8.82%）的成績畢業。
大學專題以「運用空間統計探討雙北交通事故之影響因子」為題，榮獲佳作。研究中應用空間統計方法，發現交通事故具顯著的空間群聚現象，並建構貝氏階層模型，成功量化交通事故與周遭環境因子的關聯性，展現了統計建模與資料分析的能力。
https://drive.google.com/drive/folders/1yi1C1N_gGJD_KfCEbIjqO-N4WoUscS6N?usp=sharing