Nathan Pua
Penultimate Year Data Science & AI Student
About Me
I am a dedicated Data Science and AI undergraduate with a passion for harnessing the transformative power of artificial intelligence to solve complex real-world challenges. Currently pursuing my degree at Nanyang Technological University, I specialize in developing intelligent systems that extract meaningful insights from vast datasets and automate decision-making processes.
My expertise spans machine learning, data analytics, and cloud-based AI solutions, with hands-on experience in building scalable data pipelines and deploying AI models. Through internships at the Maritime and Port Authority of Singapore and Accenture, I've applied these skills to real-world applications, from maritime data analytics to enterprise digital transformation projects.
I'm driven by the potential of AI to create meaningful impact, and I continuously explore emerging technologies like generative AI to push the boundaries of what's possible in data-driven innovation.
Work Experience
Data Science Intern
Govtech
Jan 2026 - June 2026
InternshipProject Datasphere: DataSphere is MSF's data analytics and machine learning platform that provides data management, data lakehouse, analytics, visualisation and data science capabilities for family and social domains. Data stewards, analysts and scientists use DataSphere to make sense of data and make recommendations for policies and operations in order to better serve our clients.
Key Achievements:
Gained hands-on experience with Databricks, AWS, and Python.
Business Analyst Intern
Accenture
May 2025 - Aug 2025
InternshipProject LTA EPS: Supported the LTA EPS team by analyzing business processes, identifying improvement opportunities, and developing data-driven recommendations. Collaborating with consulting teams to deliver technology solutions and digital transformation initiatives for enterprise clients.
Key Achievements:
Supported technology delivery for a large-scale government project, collaborating with cross-functional teams to ensure timely and effective solution implementation.
Developed comprehensive business requirement documents and process maps
Performed quality assurance testing and documentation for a new system implementation
Data Analyst Intern
Maritime and Port Authority of Singapore
May 2024 - Nov 2024
InternshipAnalyzing maritime trade data and port operations to support strategic decision-making. Developing automated reporting systems and data visualizations to track key performance indicators for Singapore's port ecosystem and shipping activities.
Key Achievements:
Developed a data pipeline to automate the extraction, transformation, and loading of maritime financial data from various sources into a unified database
Created an interactive dashboard to visualize maritime financial data, providing insights into trade patterns and revenue trends.
Identified gaps in data collection and reporting processes, and proposed solutions to improve data accuracy and completeness.
Education
Nanyang Technological University
Bachelor of Computing in Data Science and Artificial Intelligence
2023 - 2027
Relevant Coursework:
Skills
Projects
Deep SAP - AI-Powered Career Coaching Platform
A comprehensive SAP-focused AI agent system that combines an advanced Python backend framework with a modern React frontend to deliver intelligent career guidance, skills development planning, and real-time AI coaching.
MatchaScraper - A Cloud-Native Stock Monitoring System
A sophisticated, containerized scraping system designed to monitor product availability on Japanese Matcha e-commerce sites. Fully automated with Terraform and GitHub Actions, it operates on a schedule to minimize costs while providing real-time Telegram alerts for restocked items.
Metamorphosis - Change Management Dashboard
A comprehensive change management dashboard with RAG-powered AI chatbot, risk assessment tools, and department-specific views for organizational transitions.
Exposé - AI News Analyzer
An AI-powered platform that analyzes news articles for bias, misinformation, and reliability using advanced NLP models.