Samuel Ng
Hi, I’m Samuel Ng. I’m a data-focused software engineer and educator with a passion for turning complex data into clear, actionable insights.
About
Hi, I’m Samuel Ng. I’m a data-focused software engineer and educator with a passion for turning complex data into clear, actionable insights. I design and implement scalable data platforms, automated ETL pipelines, and BI solutions that empower sales, operations, and product teams. I also mentor students and contribute to teaching initiatives to help others grow their skills.
I enjoy solving problems at the intersection of data science and software engineering, from building models with TensorFlow and PyTorch to deploying data infrastructure on AWS, Azure, and Google Cloud. I’m always exploring new tools and best practices to deliver robust, privacy-conscious solutions that drive real business impact.
- 2 years' experience
- Joined November 2025
Industry experience
- Software & Internet
- Manufacturing
- Professional Services
Work experience· 5 roles
Built and automated ETL pipelines on Google Cloud Platform for large-scale data transformation; integrated SharePoint CSVs and BigQuery datasets to track sales and volume data of Dyson products across EMEA and APAC regions; enabled the Sales team to monitor £10M+ in revenue metrics through Tableau dashboards; designed scalable DBT pipelines and end-to-end data integration; collaborated with global teams to define KPIs and derive actionable insights.
Built AWS data pipelines for ETL processes using Python OOP and Apache Airflow, optimizing costs by 80%; implemented hashing and pseudonymization strategies to ensure PDPA compliance and internal data privacy policies; designed BI dashboards using Qlik Sense to surface actionable insights on operational performance.
Mentored and coached 40+ students across 2 cohorts, providing individualized support on data science topics, including supervised/unsupervised learning, NLP, and neural networks (MLP, CNN, RNN); delivered feedback on projects and assessments, guiding students to successfully complete capstone projects; created additional resources and solutions to enhance student learning and curriculum retention.
Education
Certifications and awards
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