Usmania SoftAI IDEA PLATFORM
🤖 Artificial Intelligence & Machine Learning
Beginner
$500 - $5k
Recommendation engines community network for manufacturers
A members-only community where manufacturers share recommendation engines knowledge, opportunities and collaborations.
- Target audience
- Manufacturers
- Problem solved
- Manufacturers 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.