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Apps & ProtocolsFull-stack engineer
Rivals Counter
Counter-composition engine for Marvel Rivals team drafting

Overview
Enter the enemy team and get the composition that beats it. The recommendation runs over a hero-versus-hero matchup matrix and scores whole team shapes rather than picking counters one at a time, because the strongest answer to a comp is rarely the sum of its individual counters.
What was built
- Matchup matrix scoring full team compositions, not isolated hero counters
- Instant recommendations as enemy picks are entered, with no page reloads
- Built for the draft clock — usable in the seconds a real draft allows