Energy usage prediction marketplace for schools

A trusted marketplace connecting schools around energy usage prediction, with verified profiles, reviews, secure payments and dispute handling.

Target audience

Schools

Problem solved

Schools often overpay for energy usage prediction because pricing is opaque and alternatives are hard to compare.

Solution

Start with a no-code prototype, prove demand with paying users, then rebuild on Vector databases/scikit-learn for scale.

Technologies

Vector databases, scikit-learn, Hugging Face

Monetization

Model marketplace revenue; Usage-based API pricing

Challenges

Poor data quality; High GPU and API costs

Improvements

Create a referral program that rewards users for inviting others.; Add Urdu language support to reach a wider local audience.