About Yu Tsang
Full-Stack Developer & Data Analyst passionate about creating innovative solutions through code, data visualization, and interactive applications.
Professional Summary
Python developer with a robust focus on data analysis and automation. Proficient in utilizing tools such as PySpark, Selenium, and Kedro to develop efficient solutions and optimize workflows. Skilled at tackling complex challenges and delivering high-quality results in dynamic environments.
With expertise in both frontend and backend development, I create seamless user experiences and robust data solutions. My passion lies in transforming complex data into meaningful insights through interactive dashboards and building applications that solve real-world problems.
Education
MSc, Enterprise Engineering Management
HKUST, Hong Kong University of Science and Technology
Graduated: Jan, 2025
BEng, Industrial Engineering and Engineering Management (Logistics Area)
HKUST, Hong Kong University of Science and Technology
Graduated: Jun, 2023
Hong Kong Diploma of Secondary Education
La Salle College
Work Experience
Data Scientist
KPMG, Transactions, Data Analytics • Jan 2025 - Present
- Automated business processes using AI APIs, delivering streamlined report generation via a user-friendly Streamlit UI
- Built and maintained end-to-end data pipelines with Kedro, integrating Streamlit UI for real-time data visualization and interactive analytics
- Established CI/CD by connecting Kedro projects with GitLab, utilizing Streamlit dashboards for continuous monitoring and providing timely project updates to clients
Research Assistant
HKU, Dept of Microbiology • May 2024 - Jan 2025
- Conducted research on antimicrobial resistance, focusing on BERT model training and data analysis
- Developed and implemented machine learning models to analyze data sets related to antibiotic resistance (AMR) patterns
Associate
PwC, Risk Assurance • Sep 2023 - Feb 2024
- Conducted IT General Controls testing and Internal Audits, and recommended practical improvements
- Operated in a client-facing capacity to understand process flows and identified key issues
- Prepared written reports, highlighting detailed testing procedures, results, and rationale
Audit Junior
ESO Partners CPA Limited, Assurance • Jun 2022 - Jun 2023
- Prepared financial statements, bank consolidation, land search, and statutory audit assignments
- Conducted KYC/AML checks for customers, and regular on-going sanction check by Excel VBA
Digital & Data Placement Intern
DBS Bank, Treasury and Markets • Feb 2022 - Jun 2022
- Partnered with DBS(Singapore) to design price optimization system for institutional customers
- Automated data collection flow and published to Tableau dashboards for financial spreading and analysis
- Initiated analysis on customers' money flow to discover more currency mismatch opportunities by Power BI Force-directed Graph
Technical Skills
Programming Languages
Data & Analytics
Machine Learning
Tools & Platforms
Projects & Awards
International Association of Business Management Simulation
May, 2025HK MBS Digital Economy Business Simulation Competition 2025 – 1st Runner-Up
Li & Fung Logistics
Jun, 2023UG Final Year Project: Fleet Estimated Time of Arrival Prediction (Leading)
View on GitHub →Hong Kong Logistics Association (HKLA)
Jun, 20222022 Hong Kong Logistics Case Contest – 2nd Runner-Up & Best Cost Effective Solution
The Chartered Institute of Logistics & Transport in Hong Kong (CILTHK)
Apr, 2021Student Day 2021 Case Competition – 1st Runner-Up
Certifications
Certified Information Systems Auditor (CISA)
Exam Passed • Jul, 2024
Certified Information Security Manager (CISM)
Exam Passed • Jul, 2024
Google Advanced Data Analytics
Professional Certificate
IBM AI Engineering
Professional Certificate
Microsoft Azure Data Scientist Associate
Professional Certificate
ISC2 Systems Security Certified Practitioner
Professional Certificate