👋 Hello, I’m Tom Tan

Global Pricing Analyst @ Lenovo · MS Statistics, Duke University

I am a Master’s student in Statistics at Duke University with 3+ years of industry experience building AI/ML systems and data products. My work spans multi-agent LLM architectures, causal inference, and statistical modeling.

📄 Resume · LinkedIn · GitHub

💼 Professional Experience

· Morrisville, NC · Jan 2026 – Present
Global Pricing Analyst

Supported Finance team in 420 global accounts repricing under unprecedented cost increases
Engineered repricing tracking tools for Sales using Power Automate; automated rebate calculation with Power BI
Presented repricing dashboard to VP & CFO, directly influencing financial planning decisions

ClearPath · · Aug 2025 – Dec 2025
AI Engineer

Developed an AI Investment Chatbot for ideation, research, and implementation across the investment workflow
Built a Multi-Agent System with LangGraph and LangSmith, orchestrating specialized agents for Market Research, Quantitative Analysis, and Risk Management
Launched interactive UI with Figma, delivering research and insights across each agent's area of specialization

→ Read More

· Shenzhen, China · May 2025 – Aug 2025
Machine Learning Engineer

Deployed a RAG + Multi-Agent framework to build the ChatBI Agent for the Database Team
Built specialized agents and analytical tools for Data Insight, SQL query, and dynamic data visualization
Integrated ChatBI with production BI platform, streamlining real-time data access for end-users

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🎓 Education

Degree	Field of Study	Dates
M.S. Student	Statistics	Aug 2024 – May 2026
Visiting Student	Data Science	May 2023 – Aug 2023
B.S. (GPA: 3.80/4.00)	Mathematics	Sep 2020 – Jun 2024

📄 Publications

Estimating the Impact of Extreme Events on CPI: An EEMD-Fourier Based Method Tan, Z., Li, Z., Liao, Z. · Chinese Journal of Applied Probability and Statistics · Under Review

Classifying Drosophila Olfactory Projection Neuron Boutons by Quantitative Analysis of Electron Microscopic Reconstruction Yang, K., Liu, T., Wang, Z., Liu, J., Shen, Y., Pan, X., Wen, R., Xie, H., Ruan, Z., Tan, Z., Zhang, K. (2022) · iScience, 104180 · doi:10.1016/j.isci.2022.104180

⚙️ Skillset

Skillset