Projects & Case Studies

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Telecom Data Pipeline – Azure & Databricks

Telecom Data Pipeline – Azure & Databricks

Designed and deployed a scalable data pipeline using Azure Data Factory and Databricks to process telecom customer usage logs. Enabled real-time analytics and reduced batch processing time by 60%.

Loan Origination Analysis – Business Consulting

Loan Origination Analysis – Business Consulting

Led business analysis and project coordination for a Canadian bank's loan origination platform. Improved onboarding process and reduced application approval time by 35%.

SME Financial Reconciliation – Bookkeeping

SME Financial Reconciliation – Bookkeeping

Automated reconciliation and monthly reporting for a multi-location retail SME using QuickBooks and Excel macros. Achieved over 95% transaction classification accuracy.

IoT Sensor Data Injection – Azure Event Hubs

IoT Sensor Data Injection – Azure Event Hubs

Implemented a real-time data ingestion solution for environmental sensors using Azure IoT Hub and Event Hubs, streaming into a structured Delta Lake for downstream analytics.

Data Cleanup Pipeline – PySpark & Azure Data Lake

Data Cleanup Pipeline – PySpark & Azure Data Lake

Developed a PySpark-based cleaning and validation layer that sanitized millions of records stored in Azure Data Lake, ensuring data readiness for machine learning workflows.