An enterprise client faced spiraling costs and unreliable data from a legacy telemetry pipeline. Through query optimization and dbt modeling, I engineered a reproducible pipeline, reducing processing time by 80% and saving their engineering team 40 hours per week.
Impact Across Diverse Data Challenges
Churn Reduction for SaaS Platforms
Developed a robust churn prediction model, identifying at-risk users with 92% accuracy, enabling proactive retention strategies and increasing customer lifetime value.
BI Optimization for Executive Speed
Streamlined complex BI reports, reducing load times by 70% and ensuring executives have real-time access to key business signal without data latency.
Cloud Data Warehouse Migration
Led a seamless migration to a modern cloud data warehouse, enhancing scalability, reducing infrastructure costs, and improving data hygiene across all datasets.
Real Business Signal, Zero Vanity
$2.4M
client savings
12x
faster queries
99.9%
data hygiene
Let's discuss how precise analytics can drive your next revenue decision with clean SQL and actionable telemetry.