AI-Augmented
Design Workflows
for Quiltmind
Overview
Capstone project: Develop a process book reflecting my work to automate and scale branded visual production for a fast-growing startup. Leveraged AI to develop a UX strategy and design system to deliver consistent, high-quality visuals—unlocking growth while reducing manual workload.
My Roles in the Process
01 / Visual Designer
02 / UX Strategist
03 / System Designer
04 / Web Developer
The Challenge
Worked with a startup to create branded visuals for a rapidly expanding client portfolio. As demand increased, the manual production workflow became unsustainable.
Manual design workflows couldn’t keep pace with rising client demand.
Maintaining strategy and brand alignment was difficult as output increased.
Multi-stakeholder review process caused delays and miscommunication during production.
Key Contributions
Led system analysis and stakeholder research
Designed and built AI-powered workflow (vibe-coded & LoRA-based agents)
Integrated automation with existing design systems and production pipelines
Drove end-to-end implementation and quality control
Outcomes
Cut visual production time by over 50%
Enabled onboarding of 4+ new clients
Maintained brand consistency and quality at scale
Freed up time for upstream design strategy and innovation
