FC25 Player Intelligence Dashboard
Developed a custom code + Power BI dashboard using Kaggle-sourced EA SPORTS FC 25 player data to analyze player distributions, positional trends, and performance patterns. Built interactive visuals and automated metrics to surface key roster insights, with findings highlighting meaningful relationships between player attributes and overall ratings.
Player Analytics
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Dota2 High Skill Player Analysis
Analyzed high-skill player behavior using large-scale match data to identify gameplay patterns and performance trends. Built dashboards to explore decision-making and engagement, with statistical validation confirming which behaviors drove consistent high performance.
Telemetry Analysis
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Dota2 Party vs Solo Performance
Evaluated how party play impacts player performance and match outcomes using behavioral and statistical analysis. Designed dashboards to compare collaboration vs solo dynamics, with findings identifying which gameplay contexts significantly influenced success.
Behavioral Analytics
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Dota2 Patch Impact Analysis
Analyzed gameplay patch effects using historical match data to track changes in hero performance and player behavior over time. Used trend analysis and visual reporting to identify balance shifts, with statistical testing confirming which updates had meaningful competitive impact.
Game Balance Analytics
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Gaming CRM Campaign Effectiveness
Analyzed gaming CRM campaign performance across multiple engagement channels using campaign and user interaction data. Built dashboards and conducted A/B testing to measure retention and engagement impact, with findings highlighting statistically significant campaign drivers.
CRM Analytics | A/B Testing
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FIFA 18 Player Ratings Dashboard
Interactive Power BI dashboard analyzing FIFA 18 player ratings, positional distributions, and performance attributes using Kaggle dataset. Built visuals to surface key insights across player groups, leagues, and nationalities.
Player Analytics
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