I will do revenue operations analytics and funnel leakage audit

Pakistan

I speak English

Data Analyst, Specialist in B2B, B2C SaaS Metrics

I bypass passive, pretty charts to look at data through a strict business lens. I query raw transaction logs and user event data to find hidden operational friction and isolate where your systems drop...
About this Gig

High signup volumes and contract acquisition rates are vanity metrics if your users stall out during onboarding or churn before their first transaction. I skip surface-level dashboards to build comprehensive Revenue Operations (RevOps) audits that connect your database tables directly to bottom-line financial metrics. 


I map out your ecosystem's conversion funnels to pinpoint operational bottlenecks, calculate latency, and stop profit leakage.


What I will deliver for your business:

Pipeline Integrity Validation: Sanitizing raw transactional data, resolving cross-vendor duplications, and verifying database tracking logic.

Funnel Latency Auditing: Dissecting user velocity across acquisition channels to show exactly where implementation friction stalls users.

Churn Risk Threshold Mapping: Isolating the critical drop-off milestones (like the Day 16 inactivity threshold) to catch silent cancellations before they happen.

Data-Driven Recovery Playbooks: Designing strategic, actionable database triggers and structural onboarding modifications to recover lost ARR.


Tech Applied: Advanced SQL & Pandas pipelines.


Please message me with your data goals before ordering!

Programming language:

Python

SQL

Technology:

Other

Analysis type:

Quantitative analysis

Descriptive analysis

Expertise:

Web analytics

Business Insights

Trends

Tools:

Pandas

Other

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