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Applied Mathematics · Data Science

Chuhan (Alex)
Zhou

Data analyst and aspiring data scientist at the University of Washington. I turn complex datasets into actionable insights — from 100K+ row industrial assessments to e-commerce conversion optimization.

LocationSeattle, WA
GPA3.85 / 4.00
GraduationDecember 2026
Dean's List 3× Mandarin Native English Fluent
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01

About

Pursuing a B.S. in Applied Mathematics with a Data Science option at the University of Washington, I work at the intersection of mathematical rigor and real-world impact. My experience spans energy analytics, e-commerce optimization, and construction data — always with a focus on translating numbers into decisions.

I'm drawn to the full lifecycle of data work: from cleaning and integrating messy datasets with SQL and Python, to building interactive dashboards in Tableau, to presenting executive-ready insights that drive six-figure cost savings.

Outside of analytics, I'm passionate about AI ethics, data storytelling, creative video production, and exploring the world — documenting cultural experiences along the way.

University
University of Washington, Seattle
Major
B.S. Applied Mathematics — Data Science Option
GPA & Honors
3.85 / 4.00 · Annual Dean's List ('23–'24, '24–'25, '25–'26)
Languages
Mandarin (Native) · English (Fluent)
PythonRSQL JavaMATLABTableau PandasNumPyMachine Learning StatisticsData AnalyticsSystems Analysis
02

Experience

Data Analyst & Strategic Consultant
Sensors, Energy, and Automation Laboratory — Seattle, WA
Jan 2026 – Present
Data Science Researcher
Z Career Project (Amazon Mentor) — Remote, US
Jun – Aug 2024
Data Analyst Intern
Huaxingyue Construction Engineering Technology Co. — Beijing, CN
Jun – Aug 2023
03

Projects

001

E-Commerce Growth Diagnosis

End-to-end analysis of a simulated home goods category: SQL data integration, funnel analysis revealing a 28% conversion drop, and pricing strategy optimization with R = −0.72 correlation insights.

PythonSQLPandasTableau
↓ 28% conversion gap identified
002

Industrial Energy Analytics

Analyzed 100K+ rows of industrial assessment data at SEAL Lab to deliver energy efficiency strategies, translating complex monitoring data into recommendations with $100K–$300K+ annual savings.

PythonData AnalyticsStatistics
$300K+ annual savings
003

Construction Cost Dashboards

Built Excel/Python dashboards tracking 10+ KPIs across cost, scheduling, and pricing for active construction projects — supporting regulatory reporting and management decisions.

PythonExcelML MethodsReporting
15+ ML methods applied
004

ML Classification Pipeline

Machine learning pipeline with hyperparameter tuning, cross-validation, Ridge and LASSO regression, and comprehensive model evaluation from CSE 416 coursework.

Pythonscikit-learnNumPyMATLAB
Bias-variance optimized
04

Education

2023 — 2026 (Expected)

B.S. Applied Mathematics — Data Science Option

University of Washington, Seattle · GPA 3.85 / 4.00

Annual Dean's List ('23–'24, '24–'25, '25–'26). Coursework: Machine Learning, Statistics, Data Analytics, Systems Analysis, Data Visualization (Python, R, Tableau), Information Systems.

August 2024

AI Conference — World Robotics

Beijing, China

Attended the World Robotics AI Conference exploring cutting-edge developments in artificial intelligence and robotics.

Download Full Resume
05

Contact

I'm always open to conversations about data science, applied mathematics, analytics opportunities, or potential collaborations. Whether it's an internship, research role, or just a good conversation about AI ethics and data storytelling — feel free to reach out.

AI EthicsData StorytellingVideo Production TravelGolfEntrepreneurshipMedia & Tech