Dunusinghe Dharmarathna
Papers
1
Total Citations
18
H-Index
1
About
Dr. Dunusinghe Dharmarathna is a leading researcher at the intersection of artificial intelligence and financial risk management. Her most-cited work, a 2024 systematic literature review on leveraging AI for enhanced risk management in banking (18 citations), critically examines how machine learning, data analytics, and natural language processing are revolutionizing risk assessment, mitigation, and strategic decision-making in the financial sector. This seminal paper has quickly become a foundational reference for scholars and practitioners alike, mapping the transformative potential of AI in banking. Dr. Dharmarathna’s research provides a comprehensive framework for understanding how AI-driven tools can improve predictive accuracy, operational efficiency, and regulatory compliance. Her work is particularly notable for its rigorous synthesis of emerging technologies and their practical applications, offering clear pathways for integrating AI into traditional risk management frameworks. With a growing citation impact, Dr. Dharmarathna is establishing herself as a key voice in the digital transformation of finance, bridging the gap between cutting-edge AI methodologies and real-world banking challenges. Her contributions are essential reading for researchers and students exploring the future of intelligent, data-driven financial systems.
Research Focus
Key Achievements
Top Papers
- 1