Esports League Operations & Data Specialist
Esports Operations and Data Specialist with a Computer Science background. Proven experience in managing regional tournament structures (APAC/SEA) and maintaining large-scale competitive databases as a Lead Liquipedia Editor. Skilled in using Python and Advanced Excel to automate league standings, ranking systems, and data verification. Ready to leverage technical and operational expertise to build and manage professional esports leagues efficiently.
Web-based Ranking System — Developed using Colley Matrix logic to generate real-time standings for large-scale competitions.
Match Outcome Simulator — Created using ELO logic to test tournament formats and predict scenarios before implementation.
Custom APIs — Designed to sync tournament results from Google Sheets to public leaderboards automatically.