AI Model Creation & Automated Fashion Asset Generation Pipeline
I engineered an intelligent automation workflow that creates a standardized AI-generated model and automatically generates unlimited clothing variations for marketing campaigns. The system takes a base model, applies intelligent fabric/outfit transformations, and produces multi-angle, 4K-ready marketing assets—all fully automated.
What I built:
Custom AI model creation & standardization (consistent base character)
Automated clothing transformation workflow (fabric simulation, fit adjustment)
Batch automation for infinite outfit variations from a single model
Video asset generation from generated images
Business outcome: Eliminated traditional photo shoots. One AI model can now generate unlimited outfit variations in hours instead of weeks and thousands in production costs. Perfect for fashion e-commerce, clothing brands, and seasonal campaign launches.
Skills demonstrated: AI model engineering, no-code workflow automation, fashion tech, visual effects, marketing strategy, scalable content production
A client shouldn’t have to learn Webflow just to publish their next case study.
On a recent build, I spent a lot of time on the CMS: setting up reusable blocks and the logic that lets the team update content without rebuilding pages.
The tricky part is deciding how much control to give them. Too little, and every update becomes a request. Too much, and they’re suddenly responsible for the layout.
I want them to open the CMS, know what to do, and get on with their day. There’s a fair amount of work behind making that feel simple.
The warm props and natural light make these feel like real lifestyle shots rather than product renders. That's the hard part to nail when you're blending photography with AI art.
A Pixar animated explainer video created for BackstagePass to show how creators can connect their content with their fans in a more engaging way.
I worked on the full video from scene development to final delivery including character design and consistency, Pixar-style environments, AI animation, visual storytelling, transitions, pacing and final editing.
The project runs for over 6 minutes with multiple locations, character interactions and product-focused scenes while maintaining the same visual world throughout.