Experience
Involved in Projects

CD Projekt RED
Game Data Analyst
2019 - 2023
Gaming LiveOps
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Produced actionable insights and provided recommendations, directly influencing game design direction.
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Closely collaborated with developers and designers to have clearly defined and measurable goals.​
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Actively representing Analytics Team on weekly and monthly team-wide presentations, showcasing our work and preaching for data-informed decision making.
Security
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Created automated reports that were used for taking actions against suspicious accounts.
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Designed data dashboards for monitoring game features vulnerable to cheating.
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Worked closely with Tech-Support department to take action against cheaters.
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Prevented substantial financial losses by addressing a critical transaction loophole in the game system.
Live Campaigns & A/B Testing
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Responsible for preparing, analising results and A/B testing various live in-game and out-of-game campaigns, improving players retention and conversion to paying users.
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Created data-driven targeting segmentation based on players in-game activity.
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Sales
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Proactively analyzed and compared product sales performance to strategize and enhance sales effectiveness.
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Tracked and reported generated revenue and monetization metrics like ARPU, ARPPU, Conversion
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Conducted comprehensive data validation and reconciliation by cross-referencing data from different data sources.
Analytics Dashboards & Gameplay Reports
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Designed and implemented multiple analytics dashboards for monitoring players performance in specific game features.​
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Kept Analytics documentation always up-to-date.
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Experience working with Relational and Non-Relational Databases, which involves integrating new telemetry events, enhancing data collection and reporting capabilities.
Network
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Calculated server traffic estimations, including Maximum Concurrent Users (Max CCU), on a per-day, per-hour, per-minute basis, and for specific in-game features.
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Conducted server performance assessments and compared various settings based on BI to identify and implement optimal configurations.
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