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VIVE VIVEVV
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VIVE VIVE

@vivevive

Data Scientist turning digital marketing and ML insights into ROI-driven decisions.

Taiwan
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What I'm looking for

I’m looking to help dynamic teams use data science, ML, and interactive visualization to drive measurable business outcomes—especially ROI-focused growth. I want to combine explainable models with marketing and analytics to improve decisions and performance.

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

Work history, roles, and key accomplishments

SE
Current

Data Scientist (Freelance)

Self-Employed

Jul 2024 - Present (1 year 10 months)

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.

CT

Capital Asset Trader & Data Analyst

CAE Capital Asset Trader

Oct 2023 - Jul 2024 (9 months)

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.

FA

Senior Digital Marketing Executive

Farmz Asia

May 2021 - Oct 2023 (2 years 5 months)

Executed high-impact PPC campaigns, consistently delivering 400 qualified leads per month and improving conversion rates and cost per acquisition. Led SEO strategy and implementation, including keyword research, on-site optimization, backlink building, and daily KPI monitoring to refine performance.

SN

Data Analyst & Digital Marketing

SUM 2nd

Jan 2019 - May 2021 (2 years 4 months)

Analyzed site and app performance using Google Analytics, Firebase, and Appsflyer while extending reporting with Tableau. Drove SEO and Google My Business optimization to achieve 20,000+ monthly visitors and improved website architecture and metadata (H1/H2, title tags, sitemap, alt tags, schema, and speed) to support search ranking.

TE

Digital Marketing Consultant

Tech Element

Jan 2018 - Nov 2019 (1 year 10 months)

Managed Facebook ad campaigns and event-driven digital marketing, spending $660 and generating $16,500 from ticket sales (ROAS=25) for a large Halloween music festival. Ran a pet show campaign spending $1,300 to generate $32,100 in ticket and merchandise sales (ROAS=24), and mobilized $9,000 for a local anti-air pollution rally.

GC

International Trade Marketing Manager

Granitech International Corporation

May 2017 - Jan 2018 (8 months)

Built and maintained a company website with funnel/pixel tracking and monitored performance using Google Analytics. Drove B2B growth through SEO (10 new orders), managed global client negotiations and cooperation agreements, and supported international sales and export activities while producing marketing assets and ads across YouTube and Instagram.

BI

Marketing Assistant, Nike SB

BRS NIKE Taiwan, Inc.

Jan 2013 - Dec 2013 (11 months)

Conducted market research by surveying 200 new participants to understand skateboarding attitudes and informed training-camp planning with partner shops. Executed multiple NIKE SB/Sportswear/Basketball campaigns and coordinated cross-functional event marketing, engaging 15,000+ people on social media in 2 weeks and driving 100% growth in participating retailers.

Education

Degrees, certifications, and relevant coursework

National Taipei University logoNU

National Taipei University

Master of Business Administration (MBA), Marketing

2013 - 2016

Earned a Master of Business Administration (MBA) with a focus on Marketing at National Taipei University.

Hanze University of Applied Sciences logoHS

Hanze University of Applied Sciences

Overseas Study Program, International Business and Management Studies

2014 - 2015

Completed an overseas study program in International Business and Management Studies at Hanze University of Applied Sciences.

Tunghai University logoTU

Tunghai University

Bachelor of Business Administration (B.B.A.), Marketing

2009 - 2013

Completed a Bachelor of Business Administration (B.B.A.) in Marketing at Tunghai University.

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