KALAN PEACE

Founder · AI research · ecommerce intelligence

Kalan Peace

I’m a founder and technical researcher building Caeliai, an AI-commerce research company helping Shopify brands understand how their products and buying paths appear in AI shopping systems.

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kalanpeace.com

Kalan Peace, founder of Caeliai.
01 / About

Who I am

I work at the intersection of machine learning, visual understanding, and the way people discover products online. My current focus is making AI shopping systems more measurable and more useful for ecommerce brands.

Caeliai publishes research on how AI systems perceive, recommend, and route people to products, then turns those observations into practical visibility work for brands.

02 / Current work

Building Caeliai

Founder-led research company

AI commerce research for the recommendation era.

Caeliai studies how ChatGPT, Gemini, and other systems represent products, brands, and buying paths.

About Caeliai

Selected research

Genesis 01: a vision benchmark for fashion AI.

A public study comparing CLIP, SigLIP, and DINOv2 across fashion nuance, uncertainty, and collection cohesion.

Read the study
03 / Short timeline

A concise path

  1. Prior work

    Heat2Power

    Data science for an early-stage semiconductor startup, 2025.

  2. Prior affiliation

    Daydream

    • ML and software engineering across search and personalization.
    • Worked on systems connecting product understanding with more relevant discovery.
    • September 2025 to April 2026.

  3. Now

    Caeliai

    • Started with research into visual understanding and AI fashion systems.
    • Now building an AI-commerce research company focused on Shopify brands and AI shopping systems.
04 / Selected links
05 / Contact

Say hello.

For research, collaboration, or a thoughtful question about AI commerce:

contact@caeliai.com kalanpeace@gmail.com