I'm a data professional with 4+ years of production experience building the data systems behind analytics and reporting, from data pipelines and modeling to database migrations, automation, and data quality.
As the sole data professional at my company, I've owned data workflows end to end, working across production databases, business systems, and operational teams to build reliable and usable data solutions.
- Led the end-to-end migration of a production database from MS SQL Server to PostgreSQL, including schema conversion, data validation, and cutover
- Designed layered SQL data pipelines across staging → cleansing → modeling for sales and CRM data
- Automated reporting and data workflows with Python, reducing manual effort by 30–40%
- Built data quality checks and analytical workflows supporting an 11% margin improvement and contributing to PKR 89M+ in revenue growth
- Built data models and reporting datasets supporting revenue, profitability, sales, and supply chain analytics
Alongside my production work, I build hands-on projects to deepen my experience with modern data engineering and analytics engineering practices, including:
dbt · Airflow · Snowflake · Docker · FastAPI · GitHub Actions · CI/CD · PySpark
I'm currently focused on Analytics Engineering and Data Engineering, with an interest in building reliable pipelines, well-modeled data, and production-grade data systems.
| Layer | Tools |
|---|---|
| Ingestion | Python, dlt, Airbyte |
| Transformation | SQL, dbt |
| Orchestration | Airflow, Dagster |
| Warehousing | Snowflake, BigQuery |
| Big Data | Databricks, Apache Spark (PySpark) |
| Infrastructure | Docker, CI/CD, GitHub Actions |
| Backend | Python, FastAPI |
| Analytics | PowerBI, Metabase, Pandas |