Swap Kids
Private Telegram sharing platform for children items with AI computer-vision condition grading
Private Telegram sharing platform for children’s items with AI scoring of item condition from photos and a token economy.
The Challenge
Eliminate subjective grading disputes in secondhand children goods and establish a cashless, self-sustaining circular sharing economy.
Engineering Constraints
Operating entirely within Telegram bot boundaries, robust computer vision inference on casual smartphone camera shots, and community fraud prevention.
Built a Telegram ecosystem featuring custom image classification models assessing wear & tear, an automated token balance reward system, and trust scoring.
Computer Vision Condition Scoring
Convolutional neural network detecting fabric flaws, wear, and structural defects directly from user uploads.
Closed-Loop Token Economy
Fair exchange system rewarding donors with non-monetary trade tokens redeemable for incoming items.
Seamless Telegram UX
In-app item catalog, instant geolocation radius search, and transfer escrow inside chat threads.
Let us engineer a similar system for your business
We will select an optimal architecture, align technical requirements, and deliver production-grade results.