Aman Vaishnav
@amanvaishnav
Data-driven Product Analyst with 3+ years building experimentation, analytics infrastructure, and monetization strategies to drive revenue.
What I'm looking for
I’m a data-driven Product Analyst II with 3+ years of experience designing analytics infrastructure and monetization strategy—spanning enterprise dashboarding and event instrumentation to marketing pipelines and experimentation. I focus on turning messy data into reliable insights that directly improve revenue growth, efficiency, and data-informed product decisions.
At Gameberry Labs, I’ve led end-to-end A/B testing for gameplay features and user flows, using experiment results to optimize player engagement and in-game purchase behavior across multiple releases. I also built scheduled Looker dashboards backed by BigQuery transformations, designed a scalable event tracking taxonomy from scratch, and rolled out Mixpanel across 8+ stakeholder teams—reducing manual query dependency by 80% and turning multi-day data waits into real-time insights.
I’ve delivered measurable business impact through data-led systems like a cohort-driven Dynamic Sale System (+3% revenue, +2% payer reactivation) and a full-funnel marketing analytics pipeline integrating Adjust/Singular with BigQuery for ROAS, LTV prediction, and breakeven modeling. I’m especially motivated by work that blends product thinking with rigorous analytics—so teams can ship faster, learn better, and monetize smarter.
Experience
Work history, roles, and key accomplishments
Product Analyst II
Gameberry Labs
Mar 2024 - Present (2 years 2 months)
Led end-to-end A/B testing for gameplay features and flows, optimizing player engagement and in-game purchase behavior across releases. Built scheduled Looker dashboards on BigQuery transformations and designed an event tracking taxonomy/data layers, reducing BigQuery costs by ~50%; delivered a dynamic sale system impacting +3% revenue and +2% payer reactivation.
Data Analyst
I-PAC
Apr 2023 - Jan 2024 (9 months)
Cleaned and analyzed routine datasets using Python, advanced SQL, and Excel, applying sentiment analysis and reporting for decision-making. Improved data accuracy by 30% and identified cab check-in issues with district-wise usage analysis, achieving a 20% cost reduction and better operational efficiency.
Data Analyst
Tiger Analytics
Jun 2022 - Jan 2023 (7 months)
Performed advanced SQL analysis and produced Power BI reporting/dashboards to support data-informed decisions. Built regression and classification models with hyperparameter tuning (grid search), improving accuracy by 18% and implementing churn-risk flags (HIGH/LOW) based on predicted churn probability.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology Indore
Bachelor of Technology
Grade: 8.42/10
Completed a B.Tech at IIT Indore with a CGPA of 8.42/10.
Availability
Location
Authorized to work in
Job categories
Skills
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