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Shangxuan Du

@shangxuandu

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MSc Information & Technology Management graduate specializing in data analysis, ML, and digital transformation.

China

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What I'm looking for

I am seeking a role where I can apply data analysis, ML, and database skills to drive digital transformation and measurable business improvements in a collaborative environment.

I am a Master of Science in Information and Technology Management with strong communication and collaboration skills, focused on applying data analysis and technology to solve business problems.

I have practical experience in end-to-end data workflows — collecting, preprocessing, modeling and visualizing data — and I have improved predictive model accuracy from 82% to 86% in a bank churn project.

I designed and implemented relational database schemas in MySQL, led database testing and ensured data integrity, and contributed to AI-driven digital transformation strategy for a retail group, forecasting a 23% operational efficiency improvement over three years.

I seek roles where I can leverage my analytical prowess, experience with Python, SQL, and BI tools, and passion for digital transformation to drive measurable business value and continue growing professionally.

Experience

Work history, roles, and key accomplishments

AI Strategy Consultant

Pricerite Retail Group Project

Feb 2025 - Apr 2025 (2 months)

Spearheaded AI-driven digital transformation strategy for Pricerite, developing evaluation frameworks, proposing supply chain and customer management solutions, and delivering a 3-year ROI business case forecasting 23% operational efficiency improvement.

Digital Transformation AI Strategy Business Analysis ROI Project Roadmapping Stakeholder Analysis Market Assessment

Database Developer

Supplier Management System

Feb 2025 - Apr 2025 (2 months)

Led database design for a supplier management system, producing an ER diagram and six normalized MySQL tables and authoring SQL scripts with instance testing to ensure data integrity.

MySQL Database Design Data Normalization Data Integrity Database Administration

Data Analyst / ML Engineer

Independent Project

Jan 2024 - May 2024 (4 months)

Conducted end-to-end bank churn prediction including data collection, cleaning, feature engineering and model comparison, improving prediction accuracy from 82% to 86% and producing analytical reports to inform business decisions.

Python Machine Learning data preprocessing Model Evaluation Data Visualization Confusion Matrix Hyperparameter Tuning

Education

Degrees, certifications, and relevant coursework

Hong Kong Baptist University

Master of Science, Information and Technology Management

2024 - 2025

Activities and societies: Relevant courses: Business Data Analytics, Internet Computing and Programming, Foundations of Mgnt in the IT Context, Electronic Transformation in Business, IT Project Skills, AI for Digital Transformation, Big Data Management, Database Administration, Business Intelligence.

Master of Science in Information and Technology Management with coursework in business data analytics, AI for digital transformation, and big data management; completed projects in bank churn prediction, database design, and AI-driven digital transformation consulting.

The Chinese University of Hong Kong

Bachelor of Science, Mathematics and Applied Mathematics

2018 - 2022

Activities and societies: Relevant courses: Calculus, Linear Algebra, Elementary Real Analysis, Ordinary Differential Equations, Optimization, Stochastic Processes, Graph Theory, Numerical Analysis.

Bachelor of Science in Mathematics and Applied Mathematics covering calculus, linear algebra, differential equations, optimization, and stochastic processes.