Portfolio Projects
Demonstrating practical application of skills to solve real-world problems.
[Project Name 1: e.g., Real-Time Analytics Platform]
Problem: [Describe the business problem or challenge addressed, e.g., Lack of timely insights into sales performance leading to missed opportunities.]
Actions & Role: [Describe *your* specific actions and role. Use action verbs. e.g., Led the end-to-end design and development. Engineered streaming data pipelines using Azure Event Hubs and Databricks. Developed real-time dashboards in Power BI. Implemented CI/CD for deployment.]
Outcome: [Describe the quantifiable outcome or impact. e.g., Reduced reporting latency from 24 hours to under 5 minutes, enabling proactive sales adjustments and contributing to a 10% uplift in targeted promotions.]
Technologies: Azure Databricks Azure Event Hubs Power BI Python Spark Streaming Azure DevOps
[Project Name 2: e.g., Predictive Churn Model]
Problem: [e.g., High customer churn rate impacting revenue growth.]
Actions & Role: [e.g., Performed EDA on customer data. Engineered features predictive of churn. Trained and evaluated several models (Logistic Regression, XGBoost, Random Forest). Selected best model and deployed it as an API using Azure Functions and Azure ML. Integrated predictions into CRM.]
Outcome: [e.g., Achieved 85% precision in identifying high-risk customers, enabling targeted retention campaigns that reduced churn by 5% in the first quarter.]
Technologies: Python Scikit-learn XGBoost Azure ML Azure Functions SQL Pandas