Video highlight generation community network for e-commerce stores

A members-only community where e-commerce stores share video highlight generation knowledge, opportunities and collaborations.

Target audience

E-commerce stores

Problem solved

Access to quality video highlight generation is limited for e-commerce stores, especially outside the big cities.

Solution

Launch as a lean web app using scikit-learn, Hugging Face and LangChain, starting with one core workflow done exceptionally well.

Technologies

scikit-learn, Hugging Face, LangChain

Monetization

AI consulting; Custom model training

Challenges

High GPU and API costs; Model hallucinations

Improvements

Introduce tiered pricing with a free starter plan to lower adoption friction.; Add a mobile app with offline mode for low-connectivity users.