Vance Telemetry & Analytics

Data to Decisions, Not Just Dashboards

I translate complex data pipelines into clear, actionable business signal. Focus on bottom-line impact, clean SQL, and reproducible telemetry for executive decision-making.

Background & Method

From Engineering to Executive Advisory

My journey began in backend data engineering, building robust pipelines and optimizing complex queries. This foundation ensures every insight is rooted in data hygiene and technical rigor.

I bridge the gap between deep technical execution and clear executive communication, ensuring data drives quantifiable growth without buzzwords or vanity metrics.

Every data point must drive a metric your business truly cares about.

My philosophy is simple: quantifiable results over abstract insights. I focus on delivering clean, actionable telemetry that directly impacts your bottom line.

Core Competencies

Reproducible Pipelines, Powerful Tools

Leveraging industry-leading tools and best practices to build scalable, maintainable data architectures.

SQL & Python

Snowflake & dbt

Looker & PostgreSQL

Expert-level query optimization, data transformation, and custom scripting for complex analytical tasks.

Building robust data warehouses and transformation layers for scalable, version-controlled analytics.

Developing intuitive dashboards and managing high-performance relational databases for real-time insights.

Audit Your Data Warehouse Architecture

Uncover inefficiencies, identify growth opportunities, and ensure your telemetry is driving maximum business signal.