SRAVAN REDDY
I’m a data analyst with 5+ years of experience building product and growth reporting for SaaS and technology teams.
About
I’m a data analyst with 5+ years of experience building product and growth reporting for SaaS and technology teams. I use SQL and modern analytics tools to turn raw usage logs and subscription data into churn, retention, and activation funnel insights that stakeholders can act on quickly.
I’ve also built self-serve KPI dashboards in Power BI, Tableau, and Looker-style reporting, while auditing and cleaning datasets to ensure metric logic stays accurate and consistent. From identifying real drop-off and cancellation patterns to documenting definitions in Confluence, I enjoy delivering independent, reliable analysis even when timelines are tight.
- 5 years' experience
- Joined November 2026
Industry experience
- Healthcare
- Software & Internet
- Retail
- Professional Services
Work experience· 6 roles
Consolidated member, claims, and enrollment feeds by querying SQL and Snowflake tables to create a unified reporting dataset for growth tracking. Built Power BI dashboards with DAX measures to track activation, retention, and churn-style utilization KPIs across health plan product lines. Analyzed enrollment drop-off trends to identify mid-cycle cancellation spikes and produced exception summaries that led operations to revise onboarding review workflow. Automated recurring KPI refresh inputs with Power Query, reducing manual effort by 25%, and documented metric logic and data definitions in Confluence to enable product and operations self-serve reporting.
Queried SQL and Snowflake tables to consolidate member, claims, and subscription enrollment feeds into a single dataset for growth tracking. Built Power BI dashboards using DAX measures to track activation, retention, and churn-style utilization KPIs across health plan product lines. Analyzed enrollment drop-off trends to identify a spike in mid-cycle cancellations and produced exception summaries that led to operational workflow updates. Automated recurring KPI refresh inputs with Power Query, reducing manual reporting effort by 25% across weekly reporting cycles. Documented data definitions and metric logic in Confluence to enable self-serve funnel and retention reporting.
Developed Tableau dashboards for a SaaS product analytics client, tracking user acquisition, activation funnel conversion, and monthly churn by segment. Performed exploratory analysis in Python and Pandas on product usage logs to find drop-off points that informed improvements to onboarding flow. Preferred incremental Tableau extracts over live connections to maintain refresh stability during the client launch window. Reconciled subscription and billing extracts in SQL against source systems, improving consistency across 12 recurring product reports. Facilitated KPI definition workshops with stakeholders and documented metric definitions in Confluence for ongoing team use.
Education
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