How I think about data

Austin, TX

First US-based member of the data team, building the company's go-to-market analytics.

• Automated ARR reporting for multiple sales channels (Direct, Channel, Renewals) using Python, dbt, Airflow, and Redshift.
• Led the implementation of a dbt mesh strategy to isolate model ownership across teams and reduce the blast radius of data-quality issues.
• Built a metadata reconciliation tool to surface source-system evolution and detect drift in data quality and business logic before it reaches reports.

Austin, TX

Led a distributed team of 10+ Business Intelligence Engineers and Analysts across Texas and Costa Rica, and served as the primary technical liaison between executives and software developers.

• Cut annual Tableau Server spend 30% by removing unused licenses and adding governance controls; deleted 300+ redundant workbooks and made extract refreshes 40% faster.
• Built ETL pipelines from Yardi, Salesforce, and NetSuite into SQL Server and Snowflake with Stitch, Airflow, and dbt, cutting manual processing time in half.
• Automated same-store P&L reporting for 27,000+ properties with Python, dbt, Airflow, and SQL Server, taking report generation from 2 days to 2 hours and opening it up to analysis in Tableau.

Austin, TX

Promoted from Senior FP&A Analyst to Senior Data Steward at a fintech startup that tripled in size, and built the data pipelines and analytics platform (Fivetran, dbt, Airflow, Looker) that supported the growth.

• Built a Looker reporting suite on real-time data from Salesforce, Segment, Google Analytics, and the company's web app, making decisions 40% faster.
• Built pipelines combining consumer credit data and real estate metrics, which let the company grow operations 150% during its fastest stretch.
• Maintained the data dictionary: lineage, business logic, and metric definitions.

Austin, TX

Worked with executive leadership to build data infrastructure for complex investment products, leading the rollout of a Snowflake warehouse and Airflow/dbt pipelines that cut data processing time 70%.

• Rebuilt the lead-scoring program in Python and Airflow, cutting processing time 85% and raising conversion rates 20%.
• Built a Power BI reporting suite with real-time views of sales, investment performance, and operations, raising sales efficiency 15%.
• Built ETL pipelines from HubSpot, Google Analytics, QuickBooks, and REIS into Snowflake, cutting reporting errors 25%.

Austin, TX

Built metrics and reporting for nationwide single-family rental operations, including Tableau dashboards and predictive models that improved resource allocation and cut project delays 20%.

• Designed a role-based Tableau suite so each team saw its own performance metrics, improving operational efficiency 15%.
• Built a linear regression model that forecast construction completions with 96% accuracy, used to time pre-marketing.

Austin, TX

Set up the Asset Management division and the systems used to manage a portfolio of REO properties across Dallas, Houston, San Antonio, and Austin.

• Created the REO onboarding process for assessing and securing properties on the company's balance sheet.
• Worked with executives, investors, contractors, and attorneys to plan and carry out dispositions for 50+ properties.
• Hired and trained realtors, property managers, and a full-time Asset Manager as the company grew.

Midland, TX

Oversaw high-pressure pumping operations and kept client representatives and equipment operators on the same page.

• Gave technical guidance to key oil and gas clients and put improved completion designs into the field.
• Kept the completion reports and billing documentation the back office ran on.