Scott Fan

Data Analyst with hands-on experience in automation, predictive modeling, and full-stack development, delivering measurable results across retail, consulting, and AI-driven environments. Backed by a strong foundation in mathematics and statistical analytics, with proven expertise in ETL workflows, intelligent document processing, and time-series forecasting. Skilled in building production-ready automation pipelines, web applications, and analytical tools using Python, R, React, Node.js, Docker, and cloud platforms such as GCP and Azure.

Adept at leveraging internally built reusable components to streamline processes and convert complex datasets into strategic insights. Passionate about applying machine learning, optimizing tools, and collaborating with stakeholders to drive business value and contribute to a more equitable, data-empowered society.

Business Process Automation Intern

Easy Skill

2025

Brisbane, Australia

• Architected and deployed cross-platform automation workflows using Zapier to synchronize ERP and CRM data, ensuring real-time accuracy and eliminating manual reconciliation.
• Implemented LLM-powered document processing via Zapier, automating extraction and transformation of unstructured inputs into structured, usable formats — significantly reducing overhead in data prep.
• Developed resilient web scraping pipelines using Python and Docker, deployed on Google Cloud Platform (GCP) to continuously harvest actionable insights from external sources, accelerating decision-making.
• Automated survey data ingestion workflows with Zapier, integrating responses directly into the ERP system to streamline operational reporting and reduce data entry latency.
• Engineered a payroll management application using React and Node.js, aligning timesheet data with automated compensation logic to enhance precision and improve backend efficiency.

Associate Business Analyst Intern

Securemation Consultant

2025

Brisbane, Australia

• Developed and implemented automation testing using JavaScript, Cucumber, Docker and Selenium to ensure robust web application functionality during System Integration Testing (SIT) and User Acceptance Testing (UAT).
• Deployed automation testing workflows in Azure DevOps pipelines, streamlining continuous integration and deployment (CI/CD).
• Identified and resolved software bugs (React), improving application stability and user experience.
• Analysed testing results and provided recommendations for enhancements, optimizing application performance and reliability.
• Documented web application elements to support developers in refining features and fixing issues for continuous improvement
• Delivered new features efficiently by reusing team-built React components, ensuring consistency and accelerating development within established patterns.

Sales Administrator/Analyst

2022 - 2024

Davely’s Asian Supermarket

Brisbane, Australia

• Managed inventory database, including product information, pricing, sales logs, and stock returns to ensure smoothness of daily transaction.
• Analysed inventory data to provide actionable insights, supporting informed decision-making.
• Optimised delivery fee calculations using the Australia Post formula and historical delivery data, reducing losses in delivery fee collection.
• Implemented process improvements in incoming goods handling
• Developed a membership sign up application to streamline and accelerate the member signup process.
• Trained and mentor new employees, fostering a collaborative and efficient work environment.

Associate Artificial Intelligence Engineer Intern

Institute for Information Industry

2020 - 2021

Taipei, Taiwan

• Extracted diagnostic information from DICOM medical files, transforming both image and text data into structured formats suitable for machine learning.
• Preprocessed medical imaging data using Python, cleaning labels and annotating organs to support accurate model training and evaluation.
• Applied deep learning techniques in image classification and object detection, leading to a 4% increase in accuracy for breast calcification detection models.
• Performed behavioral analysis on customer web activity data to uncover product-interest correlations and assist in building targeted recommendation systems.
• Conducted in-depth analysis of historical loan data, identifying key risk factors and improving the loan approval process by reducing predicted bad debt rates.

Master of Data Analytics

Queensland University of Technology, Brisbane, Australia

2022 - 2023

Major: Statistical Analytics

Bachelor of Mathematic Science

National Chengchi University

2016 - 2021

Major: Applied Mathematics