Recommendation engines marketplace for media houses

A trusted marketplace connecting media houses around recommendation engines, with verified profiles, reviews, secure payments and dispute handling.

Target audience

Media houses

Problem solved

Media houses often overpay for recommendation engines because pricing is opaque and alternatives are hard to compare.

Solution

Build an MVP with Vector databases and scikit-learn, validate with 20 pilot users, then expand features based on real feedback.

Technologies

Vector databases, scikit-learn, Hugging Face

Monetization

Custom model training; Model marketplace revenue

Challenges

High GPU and API costs; Model hallucinations

Improvements

Add Urdu language support to reach a wider local audience.; Build an analytics dashboard so users can measure their ROI clearly.