Esports · Gaming

Project S — AI Tournament Platform

AI-powered platform purpose-built for organising and managing Call of Duty tournaments — automated matchmaking, score reporting, map selection, and dispute handling for fair, competitive play.

AI MatchmakingTournament LogicNext.jsPostgreSQL

Auto

Matchmaking

Real-time

Scoring

01

The Challenge

Competitive Call of Duty tournaments are bottlenecked by manual bracket management, biased map selection, slow score verification and unresolved disputes that drag matches into hours of admin work and erode player trust.

Project S — AI Tournament Platform – 1

02

Our Approach

We built a Next.js + PostgreSQL platform with AI matchmaking that balances skill and history, automated map selection and veto logic, real-time score reporting with screenshot verification, and an evidence-based dispute resolution flow — all inside a tournament admin dashboard.

Project S — AI Tournament Platform – 2
03Impact & Outcomes

Tournaments run end-to-end with minimal admin involvement, brackets stay fair and tight, disputes resolve in minutes instead of hours, and players experience truly competitive matches at scale.

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Project S — AI Tournament Platform – 3
Project S — AI Tournament Platform – 4
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