Hiring assessments marketplace for manufacturers

A trusted marketplace connecting manufacturers around hiring assessments, with verified profiles, reviews, secure payments and dispute handling.

Target audience

Manufacturers

Problem solved

Many manufacturers struggle with hiring assessments because existing options are expensive, complicated, or not designed for them.

Solution

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

Technologies

Python, Vector databases, scikit-learn

Monetization

Model marketplace revenue; Usage-based API pricing

Challenges

Shortage of ML talent; Keeping models updated

Improvements

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