On-demand Energy usage prediction service for schools

Book vetted energy usage prediction experts on demand: schools get help within minutes, providers get steady work.

Target audience

Schools

Problem solved

Access to quality energy usage prediction is limited for schools, especially outside the big cities.

Solution

Start with a no-code prototype, prove demand with paying users, then rebuild on PyTorch/TensorFlow for scale.

Technologies

PyTorch, TensorFlow, Python

Monetization

Model marketplace revenue; Usage-based API pricing

Challenges

Privacy compliance; Shortage of ML talent

Improvements

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