Pawara Sithumina

At Sampath Bank PLC, I prepared daily transaction reports using Microsoft Excel and internal banking applications. I also assisted with account creation and transaction processing using Finacle and Lime.

I built TileLens AI, a computer vision application that identifies ceramic tile images and detects visible defects, with an interactive Streamlit interface.

For ComplaintPredict AI, I developed an NLP prototype that predicts complaint categories and priorities and routes them to departments using rules. I evaluated it on synthetic data.

My projects also include a visible-light-positioning dataset generator, a decision dashboard, and full-stack campus applications. I’m studying for an HND in Data Science at National Institute of Business Management (NIBM – NIC), and I’m interested in applying my analytical and technical skills in an IT team.