About Me
12+ years building data platforms and analytics solutions
I'm a Senior Analytics Engineer with 12+ years of experience in Business Intelligence, data engineering, and platform modernization. My career has evolved from BI developer to data platform builder — I now own the executive reporting infrastructure at Care.com, including 200+ dbt models and ARIA, an AI-powered analytics agent I built from a hackathon project into a production platform used by 15 beta users including C-suite executives.
I specialize in the modern data stack: Snowflake, dbt Cloud, and Tableau — with deep experience leading platform migrations, driving measurable business impact, and enabling teams through self-service analytics. Based in Austin, TX.
- Automotive — General Motors (6 years)
- Retail / SaaS — Revionics
- Financial Services — USAA (AML)
- Consumer Tech — Care.com (2021–present)
- Manufacturing — Dana Holding Corporation
- Analytics engineering with dbt + Snowflake
- Executive reporting infrastructure at scale
- Platform migrations with zero-downtime discipline
- AI agent development (Snowflake Cortex / ARIA)
- Team enablement and self-service analytics
- Stakeholder management at executive level
- Snowflake (Admin-level) + Cortex AI
- dbt Cloud — 200+ models, daily exec reporting
- Tableau (Server admin)
- SQL (10+ years, daily use)
- Google Sheets + Fivetran for data ingestion
- GitHub for version control and code review
- Intern → BI Developer → Sr. Analyst → Sr. Analytics Engineer
- Report consumer → Tableau admin → dbt platform owner
- Consistent pattern of platform modernization and migrations
- Recent focus: AI-powered analytics and self-service enablement
Experience
12+ years across automotive, finance, retail, and consumer tech
- Own and operate 200+ dbt models powering daily executive reporting consumed by the C-suite and department leaders.
- Built ARIA (Analytical Response Intelligent Agent) — originated as a hackathon-winning project, now in beta with 15 users including executives. Saves 5+ minutes per ad-hoc query and enables self-service analytics at the leadership level.
- Architected the WBR (Weekly Business Review) metrics platform from ~100 contractor-built metrics to 1,000+ metrics; led governance cleanup removing 50%+ of stale metrics using Snowflake query history tracking.
- Created the DBR (Daily Business Review) — a daily subset that delivers metrics 4 hours earlier than the full WBR through spend/non-spend split processing.
- Automated a previously manual forecasting process: Google Sheets → Fivetran → Snowflake → dbt, supporting 4 processing models and multi-granularity temporal distribution.
- Mentored an analyst from zero to fully productive in dbt and analytics engineering; built a two-person team that delivered at a pace that required organizational throttling.
- Serve as Snowflake instance admin managing roles, permissions, and warehouse optimization across the org.
- Led migration from dbt Core to dbt Cloud, transitioning 200+ models and improving team collaboration workflows.
- Owned analytics for the Pay Per Lead (PPL) product — delivered growth analytics, monetization reporting, and dashboards tracking lead volume and conversion for the company's core revenue product.
- Led critical migration from legacy visit tracking to Akamai CDN: months of parallel QA testing, identified and documented discrepancies (bot detection), secured executive buy-in to retire legacy system. New pipeline remains in production today.
- Served as Tableau Server administrator — managed asset lifecycle, schedules, and server upgrades with minimal downtime.
- Overhauled Amplitude event tracking: removed 50% of properties and 25% of events, established coding standards, transitioned ownership to Product.
- Led data enablement initiative consolidating multiple Jira boards into a unified system and migrating team knowledge base from SharePoint to Google Drive.
- Generated Currency Transaction Reports (CTRs) for cash transactions over $10,000 and near-threshold triggers — ensuring federal regulatory compliance across hundreds of thousands of transactions.
- Assisted with implementation and configuration of Actimize fraud detection software for the AML organization.
- Served as data steward for metrics and data flows into and out of Actimize using IBM Infosphere Information Governance Catalog.
- Monitored and validated Suspicious Activity Report (SAR) filing processes to ensure timely and accurate regulatory reporting.
- Created and maintained approximately 60 reports and 4 dashboards to evaluate retail promotion performance for customers.
- Led migration of reporting infrastructure from Teradata to Google BigQuery — re-architected queries and optimized performance with Google support.
- Managed concurrent model and report development with remote contract developers on a monthly release cadence.
- Conducted monthly customer demos of reporting capabilities in conjunction with product management.
- Delivered $400M in direct business benefit via Cash Flow Analytics, Vehicle Profitability by VIN, and Cost Per Unit Read Across Matrix projects.
- Reduced global finance operational incidents by 80% and cut average time to close by 3 weeks.
- Decommissioned a legacy DB2 mainframe database — formatted and ingested into Teradata with anomaly detection and deduplication prior to reporting.
- Configured validation rules for 100+ user-maintained files to streamline data ingestion.
- Won the IT Design Challenge for improving company data portal usability.
- Defined security group standards for finance reporting applications and developed a Power BI proof-of-concept dashboard for dealership management.
- Designed an iOS application to modernize vehicle part inspection across 300 manufacturing plants.
- Documented a mobile device inspection strategy in a 43-page design document.
Skills
Tools and technologies across 12+ years of data work
Education
Indiana University — Kelley School of Business
Volunteer Experience
Giving back to the Austin community