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Sanviti Shetty
Mid-level Product Analyst specializing in data-driven onboarding and user experience
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Analytics-focused candidate from SWAP PM with hands-on experience turning messy onboarding and user behavior data into reliable funnel and retention reporting using SQL and Python. They owned an end-to-end onboarding improvement project, aligned stakeholders on metric definitions, and helped drive changes that reduced onboarding time by about 45%.
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Key Strengths
- Built SQL datasets from messy onboarding and event data
- Standardized inconsistent event naming and removed duplicate event fires
- Created funnel and retention metrics including step completion and time-between-actions
- Built reproducible Python analytics workflows with pandas and NumPy
- Owned end-to-end onboarding analytics from problem framing to impact measurement
- Aligned stakeholders around standardized metric definitions and dashboards
- Identified onboarding friction that led to a 45% reduction in onboarding time
- Strong product and user behavior analytics focus
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