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marketing-insights

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This project investigates the impact of video content on social media engagement using advanced analytics techniques like PCA, k-means clustering, and logistic regression. It provides actionable insights for optimizing social media strategies for Thai fashion and cosmetics retailers.

  • Updated Dec 12, 2024
  • HTML

An interactive Excel Dashboard analyzing bike sales trends using pivot tables and slicers. Visualizes customer demographics including income , commute distance , and age brackets to drive marketing insights.

  • Updated Jan 24, 2026

Data-driven social media marketing analytics project analyzing 400K+ ad events to uncover campaign performance, conversion funnel efficiency, audience insights, and ROI optimization.

  • Updated Feb 16, 2026
  • Jupyter Notebook

📣 Marketing & Outreach | 📊 Insights | 🎯 Audience Targeting | 📈 Conversion Growth Experienced in executing multi-channel promotional strategies, building student networks, analyzing engagement behavior, and driving participation for large-scale events.

  • Updated Jan 10, 2026

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