Usmania SoftAI IDEA PLATFORM
🤖 Artificial Intelligence & Machine Learning
Intermediate
$5k - $25k
Automated Recommendation engines platform for e-commerce stores
An automation platform that removes repetitive recommendation engines work for e-commerce stores, saving them hours every single week.
- Target audience
- E-commerce stores
- Problem solved
- Access to quality recommendation engines is limited for e-commerce stores, especially outside the big cities.
- Solution
- Launch as a lean web app using PyTorch, TensorFlow and Python, starting with one core workflow done exceptionally well.
- Technologies
- PyTorch, TensorFlow, Python
- Monetization
- AI consulting; Custom model training
- Challenges
- Poor data quality; High GPU and API costs
- Improvements
- Introduce tiered pricing with a free starter plan to lower adoption friction.; Add a mobile app with offline mode for low-connectivity users.