Anay Patel
Senior Analytics Engineer @Envoy
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WORK HISTORY
Senior Analytics Engineer @Envoy
San Francisco, CA, US
First analytics engineering hire, responsible for establishing Envoy’s data/analytics engineering function from the ground up. Defined the analytics infrastructure roadmap, operating model, and technical standards to support data driven decision-making at scale. Report directly to the CFO/COO.Designed and implemented a unified and AI ready scalable analytics stack, consolidating data engineering, transformation, and BI into a single, maintainable architecture.Led the migration from Fivetran to Estuary, saving $300K+ over two years while expanding data coverage and enabling real-time and near-real-time pipelines.Led the migration from Looker to Omni, saving $200K+ over two years and reducing 476 explores to ~60 standardized analytics topics. Re-architected the BI modeling layer, eliminated years of accumulated technical debt, and retired hundreds of legacy dashboards.Spearheaded a dbt re-architecture for an embedded analytics data product, introducing CI/CD with GitHub Actions and Airflow, implementing incremental modeling strategies, reducing build times, and improving data quality and reliability for customer- and internal-facing analytics.Played a key role in scaling the data team, including interviewing candidates, onboarding new hires, mentoring junior team members and interns, and establishing best practices adopted across analytics and BI contributors.Partnered closely with Product, Finance, People, and GTM leaders to deliver high-impact analytics, including board-level metrics, executive reporting, and strategic KPIs.
EDUCATION
University of Southern California
Bachelor of Science - BS, Computer Science and Business Administration
SKILLS
ABOUT ANAY PATEL
Full-stack analytics engineer and data engineering leader with deep experience building, scaling, and owning end-to-end data platforms. I am the first analytics engineer hired at Envoy, where I built the company’s analytics engineering and data engineering function from the ground up—owning everything from infrastructure and ingestion to modeling, orchestration, and business intelligence. I’ve designed and operated production-grade AI and LLM ready data stacks using SQL, Python, Databricks, Redshift, dbt, Airflow, Omni, and Looker. I work closely with Product, Engineering, GTM, and executive stakeholders to deliver data products that actually get used. I’m comfortable operating across the full data lifecycle: infra and ETL architecture, analytics engineering, experimentation, and applied data science. My focus is always on building systems that scale, stay reliable, and create real business impact.Outside of work, I’m the founder of Quakes Epicenter, one of the leading soccer analysis platforms in the U.S. and home of The Aftershock, a live post-match YouTube show featuring interviews with San Jose Earthquakes players and coaches.I also bring experience from the sports world—working as a data analyst at Twenty First Group, coaching at the UPSL level, and supporting soccer operations and technical staff for the San Jose Earthquakes.
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