Senior Business Intelligence Analyst
CurrentCollaborating on a centralized BI team with a focus on product analytics and experimentation, I’ve developed reporting around app key feature adoption, helping to benchmark usage from experimentation stage and full rollout, leading to better understanding of a user’s app journey and define success for our product managers.Worked with data engineering and PMs to define our user’s second session metric based on product usage during the onboarding phase and determining how likely a user will convert to the paid tier through session length, intra-day return, and trial type. This helped PMs prioritize which events to highlight during a user’s initial days to help lift conversion rates and increase feature engagement.Developed a Random Survival Forest model to help determine feature importance as it relates to customer churn to help inform specific app features to promote to not only increase retention but help gain value from the app.