SiegeForge
A SaaS analytics platform for competitive Summoners War guilds, using machine learning trained on thousands of real battles to recommend optimal team compositions.
Challenge
Competitive guilds had no data-driven way to optimise siege offense — players relied on intuition, and guild officers couldn't track performance across seasons.
Solution
Built an ML-powered recommendation engine with battle analytics, a credit economy that incentivises data sharing, and multi-guild management with role-based permissions.
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