Projects
Case studies in security & automation.
A closer look at real systems — how a security weakness was found and responsibly reported, and how an automation platform was engineered to be auditable and dependable.
Projects
A closer look at real systems — how a security weakness was found and responsibly reported, and how an automation platform was engineered to be auditable and dependable.
This project is an automated storytelling system built with n8n, Excel, and Facebook Developer tools to generate and publish consistent story content while maintaining structured data updates and workflow automation.

Overview
This project demonstrates the development of an AI-driven storytelling automation system designed to streamline content creation and publishing on social media. By integrating n8n for workflow automation, Excel for structured data management, and Facebook Developer tools for seamless posting, the system generates and publishes story content automatically while maintaining consistency in narrative flow. Despite challenges such as API limitations, token management, and publishing errors, the final solution delivers a reliable and scalable automation pipeline, showcasing the practical application of AI and automation in modern content distribution.
Screens, diagrams, and artifacts from the work.




