A thought leadership piece arguing that AI development is shifting from prompt engineering to con...A thought leadership piece arguing that AI development is shifting from prompt engineering to con...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
A thought leadership piece arguing that AI development is shifting from prompt engineering to context engineering — how systems are structured, remember, and reason, not just how they're prompted. Written for AI/SaaS audiences. Published on Medium.
Lately I’ve been working on something I call “Curative Intelligence,” and this is the first time I’m using that approach for a paid project.
The team came to me because they wanted something that didn’t feel generic. Instead of following the usual branding process, they were open to experimenting, exploring different directions, and pushing the capabilities of AI before landing on the final logo design.
They wanted to see how far we could take it, and were willing to take that leap of faith by moving away from the traditional routes to creating a winning brand design.
For me, this project wasn’t just about designing a logo. It was about giving experimentation, AI, and creative intuition the same space in the process.
A speculative email strategy and redesign project for Indie Lee, created to practice customer research, email strategy, copywriting, and email design for a beauty/skincare brand.
The Challenge
The original welcome email strongly emphasized the first-order discount and encouraged subscribers to shop.
I identified a potential customer barrier:
“What should I buy, and how do I know what's right for my skin?”
My Strategy
I redesigned the email around a more customer-focused journey:
Customer problem → Personalized guidance → Trust → Social proof → Offer
What I Changed
Added messaging around product-selection uncertainty.
Introduced personalized skincare consultation as a solution.
Strengthened the customer-focused messaging.
Added founder storytelling to build trust.
Added social proof around customer desires such as hydration and glow.
Kept the 30% first-order offer as a conversion incentive.
Reorganized the email to create a clearer path toward purchase.
Speculative concept created for portfolio purposes. Not affiliated with Indie Lee.