CV

Education

Columbia University — M.S. Applied Analytics (Expected December 2025)

Syracuse University — B.S. Business Analytics & Finance (May 2024)

Experience

Capgemini — Business Intelligence Consultant · Shanghai · Jun – Aug 2023

Analyzed Fortune 500 supply chain data from SAP using SQL and R, delivering strategic insights to C-suite leadership
Built Power BI dashboards for real-time visibility into supplier performance and procurement risk
Reduced manual data processing effort by 40% through automated workflows and UiPath-SAP integration

Shengtetai Food — Data Analyst · Guangzhou · May 2024 – Jul 2025

Engineered Python pipelines (Pandas, NumPy) processing 50,000+ rows of sales and inventory data
Developed Tableau dashboards providing leadership with real-time visibility into $1.5M in annual revenue
Identified high-value customer segments through SQL-based behavioral analysis, improving targeted marketing performance

Skills


Programming	Python (Pandas, NumPy, TensorFlow, Matplotlib) · R · SQL
BI & Visualization	Tableau · Power BI · Excel
Machine Learning	XGBoost · LSTM / Bi-LSTM · Feature Engineering · Hyperparameter Tuning
Tools	SAP · UiPath · Microsoft Access
Languages	English · Mandarin (Native) · Cantonese

Publications

Enhancing Stock Price Forecasting and Trading Strategy through Bidirectional LSTM Integration

Jiayi Liu, Yufeng Yang, Teng Lin, Chuanhui Peng, and Yancong Deng. (2024). "Enhancing Stock Price Forecasting and Trading Strategy through Bidirectional LSTM Integration." 2024 5th International Conference on Machine Learning and Human-Computer Interaction (MLHMI), pp. 22–25. DOI: 10.1109/MLHMI63000.2024.00013