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DataWithRishal/README.md

πŸš€ DATA WITH RISHAL

πŸ› οΈ Data Engineer | Cloud Analytics & Pipeline Builder

A passionate, hands-on builder transitioning from a BCA graduate to a modern Data Engineer. I don't just write basic SQLβ€”I love getting my hands dirty architecting clean data models, building automated cloud pipelines, and turning raw, messy data into business intelligence. Eager and ready to bring my stack to a forward-thinking engineering team.

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⚑ Technical Arsenal

☁️ Cloud & Compute: Databricks | Snowflake | Microsoft Azure | Delta Lake βš™οΈ Data Engineering: PySpark | Python | dbt (Data Build Tool) | Advanced SQL πŸ› οΈ DevOps & Operations: Medallion Architecture | Docker | GitHub Actions (CI/CD) | Git Version Control πŸ“Š Analytics & BI: Power BI | DAX | Dimensional Modeling (Star Schema)


πŸ† Featured Portfolio Projects

Scale: 10M+ Records | Core Stack: Databricks Serverless PySpark Delta Lake Python A hands-on implementation of a Medallion Architecture (Bronze βž” Silver βž” Gold) processing streaming property transactions. Programmatically sanitized and modeled high-velocity data into a structured Delta Lakehouse for immediate analytical readiness.

Core Stack: Snowflake dbt Azure CI/CD Fully automated ETL pipeline built to handle high-scale POS retail analytics. Wrote custom domain logic for VAT extraction, daily KPI aggregation, and implemented strict zero-waste compute controls via GitHub Actions.

Core Stack: Power BI DAX Star Schema Data Modeling End-to-end business intelligence solution built to track Commercial Bank Non-Performing Loans (NPL). Modeled a highly optimized Star Schema with a disconnected semantic layer and custom DAX time-intelligence for isolating regional risk.

Core Stack: Advanced SQL Star Schema Query Optimization A robust Data Warehouse engineered from the ground up for complex sales matrices. Focused heavily on advanced schema optimization and streamlined query execution paths to eliminate reporting bottlenecks.

Core Stack: PostgreSQL Database Design My personal progression repository documenting expert-level database querying, execution plan optimization techniques, and foundational data structures.


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