About Me
I work in Business Intelligence and Analytics, designing analytical systems that support clear, reliable decision-making in complex organizations.
With a background in Electrical & Electronics Engineering, I approach data problems from a systems perspective. I work across data modeling, analytics pipelines, and applied machine learning, with a strong focus on data quality, metric integrity, and operational reliability.
Core Skills
Top 3 Projects
Selected business intelligence and analytics projects delivering measurable business impact.
Surgical Gross Margin Analytics
Developed a hospital-wide data model to calculate surgical profit margins by integrating cost, revenue, and physician data. Automated the data preparation process and improved reporting accuracy, enabling department heads to monitor performance with up-to-date metrics.
Check-Up Revenue and Retention Analytics
Built an analytical pipeline connecting check-up records with follow-up patient visits to measure both direct and delayed revenue impact. Created a framework that highlights patient retention trends and supports strategic decisions in healthcare service planning.
Billing and Collections Live Dashboard
Designed a live data streaming solution providing real-time visibility into revenue, invoicing, and outstanding collections across multiple hospitals. Helped financial teams act instantly on billing delays and maintain target cash flow levels.