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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.…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.

Samuel Ng

Data Scientist, AI Engineer, Data Analyst, +2

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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.…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.

Available to hire

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.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Korean

Intermediate

Work Experience

Data Engineer at Dyson Singapore

February 1, 2024 - November 25, 2025

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.

Data Engineer at Tribex PTE LTD Singapore

September 30, 2023 - September 30, 2023

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.

Data Science Teaching Associate at General Assembly Singapore

March 31, 2023 - March 31, 2023

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.

Systems Engineer at ST Engineering Electronics Singapore

February 28, 2021 - February 28, 2021

Maintained and secured over 100 mission-critical Navy servers across Windows and Red Hat systems, achieving 99.8% uptime; automated monthly operational reports using VBA and SQL, saving ~20 man-hours per month; wrote Bash scripts and SQL routines to streamline system health monitoring and maintenance workflows.

L2 Support Engineer at Micron Singapore

June 30, 2019 - June 30, 2019

Provided L2 production support for global IT operations across 21 factories, ensuring 99.9% system uptime; worked 12-hour rotational shifts in an on-call environment, handling critical incidents, troubleshooting system failures, and resolving database performance issues; built a PHP-based monitoring dashboard for real-time server health tracking, reducing manual troubleshooting time.