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I will design, analyze, and validate your ab tests and product experiments
Product Analyst
I am a Product Analyst with nearly 3 years of experience specializing in high-volume B2C subscription platforms and telecommunications. I bridge the gap between behavioral event streams and revenue by...
About this Gig
Are your A/B test results inconclusive, or are you unsure if your conversion lift is statistically significant?
Launching features without rigorous statistical testing costs money and risks hurting user experience.
As a Product Analyst with background in high-load digital ecosystems, I ensure your experimentation roadmap is statistically bulletproof.
WHAT I PROVIDE: Pre-Experiment Setup:
Sample size estimation, Minimum Detectable Effect (MDE), test duration, and variance reduction.
Metric Framework: Primary decision metrics, secondary conversion metrics, and operational guardrail metrics.Post-Test Statistical Evaluation: Hypothesis testing (p-value, confidence intervals, bootstrap/t-test/chi-squared), anomaly detection, and segment breakdown. Decision Playbook: Clear, unbiased recommendation: Ship, Iterate, or Rollback.
