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VIVE VIVE
Open to opportunitiesData Scientist (Freelance)
Data Scientist turning digital marketing and ML insights into ROI-driven decisions.
TaiwanData Scientist (Freelance) at Self-Employed
About
I’m an Innovative Data Scientist focused on transforming data into actionable insights at the crossroads of digital marketing and machine learning. With 5 years of experience, I specialize in ROI-driven strategies, PPC management, and dynamic content creation—bringing a “data-to-decision” mindset to every project.
On the technical side, I build and validate models using Python and SQL, then communicate results through interactive dashboards in Tableau and Power BI. In my recent freelance work, I created an NBA draft prediction pipeline with feature engineering, Gradient Boosting performance gains, and SHAP-based transparency—grounding “better predictions” in explainable, ethical AI. I’m enthusiastic about driving innovation and contributing to dynamic teams in the data science field.
Experience
Data Scientist (Freelance)
Built an NBA draft prediction pipeline by fusing 6 data streams into 1,394 player profiles, engineering 20 key features and training a gradient boosting model. Improved recall to 65.16% and used SHAP for explainability, delivering modular, documented outputs and interactive visual reporting.
PythonSQLMachine LearningFeature EngineeringGradient BoostingOne Hot EncodingSHAP Explainabilitypredictive modelingData Visualization
Capital Asset Trader & Data Analyst
Analyzed semiconductor-industry supply/demand imbalances and comparable asset/pricing trends to support transactional execution. Managed counterparty diligence, negotiated agreements, assessed credit and funding risk, and coordinated with analytics/settlement teams for senior-leadership presentations.
Counterparty ManagementCredit Risk Analysis
Education
National Taipei University
Earned a Master of Business Administration (MBA) with a focus on Marketing at National Taipei University.
Hanze University of Applied Sciences
Completed an overseas study program in International Business and Management Studies at Hanze University of Applied Sciences.
Tunghai University
Completed a Bachelor of Business Administration (B.B.A.) in Marketing at Tunghai University.