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