Case studies
Here are some selected examples of AI-assisted workflows, production systems, and operational optimisations across publishing, media production, and digital content operations.
Book layout & digital publication production
Typography • InDesign • Digital publishing
Produced and maintained digital publications from manuscript to final PDF and EPUB delivery, with a focus on typography, layout, accessibility, and production quality.
AI-Powered bulk content publishing automation
Python · Automation · CMS workflows
Designed a Python-based automation pipeline for bulk publishing video and other learning content into a proprietary CMS; reducing several days of repetitive manual work to under 30 minutes.
Live streaming & webinar production
Live streaming · Video production · Webinars
Worked across live webinar production, streaming coordination, video workflows, and post-production for over 200 live webinar sessions over four years of continuous delivery.
Automating multi-language subtitles
Claude AI · VTT · Automation · QA validation
Designed an AI-assisted subtitle translation workflow for large-scale video localisation with strict timestamp preservation, validation logic, and structured translation rules.
Subtitle workflow utility application
VTT workflows · Validation · Automation
Created a custom utility tool for splitting, merging, and validating subtitle files; improving workflow efficiency and timestamp quality control across video production pipelines.
AI-assisted weekly content generation
AI workflows · CSV pipelines · Publishing · Automation
Built a structured AI workflow that automated multilingual editorial content generation; reducing a recurring manual production process from days to minutes every week.
Automating image processing workflows
Python · Photoshop workflows · Batch processing
Built a Python-based batch image processing system that automated cinematic visual styling across large image sets, reducing weekly manual Photoshop work from hours to minutes.