Cheuk Ki Ng
Birmingham,United Kingdom
Summary
I’m a Computer Science graduate from Swansea University with a strong interest in data analysis and problem-solving. I’ve worked with Python and SQL to analyse datasets and build practical, data-driven solutions through academic and personal projects. Comfortable using tools like MySQL and Git, I also have experience applying machine learning techniques, particularly supervised learning. I enjoy working with data to identify patterns and turn them into useful insights. Now seeking a data or business-focused role where I can contribute to decision-making while continuing to develop my skills.
Overview
8
8
years of professional experience
3
3
years of post-secondary education
Work history
Freelance E-commerce Seller & Group Order Organise
ㅤ
2021.04 - Current
- Managed online sales and product listings across platforms (e.g. Vinted)
- Organised international group orders, coordinating logistics, payments, and delivery timelines
- Tracked sales performance and inventory to optimise pricing and demand
- Delivered high-quality customer service, maintaining strong buyer satisfaction
(Part-Time) Customer Service & Retail Experience
(including PUMA and CHARLES & KEITH)
2022.06 - 2024.10
- Delivered customer service in fast-paced retail environments
- Assisted customers with product selection and resolved inquiries efficiently
- Handled transactions and maintained accurate records
- Supported store operations, including inventory management and visual merchandising
Team Lead (CEO), JA Company Program
ㅤ
2018.09 - 2019.05
- Led a student-run business, managing product development, marketing, and basic financial planning
- Coordinated team activities and contributed to business strategy development
- Developed leadership, teamwork, and problem-solving skills in a collaborative environment
Education
Bachelor of Computer Science -
Swansea University
2022.09 - 2025.06
Skills
Technical Skills
- Python (Pandas, NumPy, Scikit-learn)
- SQL
- Data cleaning, preprocessing, and analysis
- Data visualization (Matplotlib / Power BI / Tableau)
- Git / GitHub
- Java, Kotlin
Soft Skills
- Analytical thinking & problem-solving
- Attention to detail
- Communication & teamwork
- Time management
- Calm under pressure
Accomplishments
Predict UK Unemployment Rate via machine learning (FYP)
- Predicted UK unemployment rates (2024–2035) using machine learning and 20+ years of economic data (GDP, inflation, job vacancies, PAYERTI)
- Built and compared models (Gradient Boosting, ARIMA) to forecast labour market trends
- Cleaned and processed large datasets; performed feature engineering to improve model accuracy
- Developed a dual-model approach to capture both long-term trends and short-term fluctuations
- Identified high-risk groups (e.g. ages 18–24) through data analysis
- Presented insights through clear and effective data visualisations
AI Search Algorithm Project – 8 Queens Problem
- Implemented Python solutions to solve the 8-Queens problem using backtracking and constraint-based search algorithms
- Optimised solution generation to efficiently produce valid board configurations from random starting states
- Analysed algorithm performance and ensured correctness across multiple test cases
- Documented algorithm design and logic for clarity and reproducibility
OTHER SKILLS AND INTERESTS
- Languages: English, Cantonese, Mandarin
- Interest: Digital art (procreate), Japanese, Foodie, Freelance E-commerce seller
Timeline
Bachelor of Computer Science -
Swansea University
2022.09 - 2025.06
(Part-Time) Customer Service & Retail Experience
(including PUMA and CHARLES & KEITH)
2022.06 - 2024.10
Freelance E-commerce Seller & Group Order Organise
ㅤ
2021.04 - Current
Team Lead (CEO), JA Company Program
ㅤ
2018.09 - 2019.05