Resume

• Business Intelligence: Built Power BI dashboards for logistics operations, converting complex datasets into actionable KPIs for operational optimization.
• AI Process Automation: Designed and deployed AI agents to automate logistics workflows, reducing manual effort and improving process efficiency.
• Production Planning: Applied time series forecasting models to support year-end production planning and demand allocation.

• Forecasting: Built deep learning time series models to forecast revenue and Amazon Buy Box performance, improving inventory and PPC efficiency.
• Customer Analytics: Applied RFM and cohort analysis to estimate CLV and ran A/B tests to drive data-driven marketing improvements.
• AI Systems: Developed RAG-based chatbots and agentic AI systems for automated insights and proactive decision support.

• Analyzed 100K+ e-commerce transactions with Python to uncover 3 key purchasing patterns.
• Developed 12 interactive visualizations and insights that drove a 15% sales increase.
• Delivered 8 data-driven recommendations, reducing operational costs by 12%.

• Reached global Kaggle rank #32/60K+ through 20+ ML notebooks (~95% avg. accuracy).
• Created 1K+ upvoted open-source projects and contributions.
• Proven skills in ensemble methods, deep learning, and feature engineering.

• Managed overseas assignments and prepared official documents including daily reports and attendance sheets.
• Analyzed health data and prepared risk assessment reports during operational preparations.
• Developed strong organizational and analytical skills in high-pressure environments.

Focusing on data mining and simulation modeling to deepen knowledge in data analysis and data science applications in industrial settings.

Expanding expertise in data-driven decision-making through studies in information systems, business intelligence, and digital transformation. Strengthening understanding of organizational structures and strategic IT management.

Studied physical performance analysis, sports psychology, and health management. Developed strong analytical and problem-solving skills.