I'm a Senior Data Analyst with nearly 5 years of production experience building and maintaining the data workflows behind analytics and reporting.
As the primary data professional at my company, I've taken ownership of data end to end, from SQL-based data pipelines, data modeling, and reporting to automation, data quality, and production database operations.
Over time, my work has moved beyond traditional analytics toward the engineering side of data. I'm now focused on transitioning into Analytics Engineering and Data Engineering, with a primary interest in building reliable data models, transformation pipelines, and maintainable data systems.
- Led the migration of a production database from SQL Server to PostgreSQL, covering schema conversion, data validation, reconciliation, and production cutover
- Designed and maintained layered SQL data pipelines across ingestion → staging → cleansing → modeling for sales, CRM, and operational data
- Automated recurring reporting and data workflows using Python and PostgreSQL, including data extraction, validation, PDF report generation, and automated email delivery, significantly reducing manual reporting effort.
- Implemented automated data quality and validation checks to improve reliability and reduce discrepancies across business reporting
- Built reusable SQL data models and reporting datasets supporting revenue, profitability, sales, customer, and operational analytics
- Delivered data-driven improvements that contributed to ~20% revenue growth and a 4 percentage-point improvement in profit margin
Alongside my production experience, I build hands-on projects to develop and apply modern Analytics Engineering and Data Engineering practices.
My primary focus is Analytics Engineering — data transformation, modeling, testing, data quality, and building reliable datasets for analytics.
I'm also developing deeper Data Engineering skills around pipeline orchestration, APIs, infrastructure, and production-oriented data workflows.
dbt · Snowflake · Airflow · Docker · FastAPI · CI/CD
| Category | Tools |
|---|---|
| Data & Databases | SQL · PostgreSQL · SQL Server · Python |
| Analytics Engineering | dbt · Data Modeling · ELT · Data Quality |
| Data Engineering | Airflow · Snowflake · Data Pipelines · APIs |
| Engineering & DevOps | Docker · FastAPI · Git · GitHub Actions |
| Analytics & BI | Power BI |