Welcome to Our Series of Webinars - Deep Dives with IIQF Experts
Indian Institute of Quantitative Finance
Program details
Session Focus:
Artificial Intelligence and Machine Learning (AI/ML) “is poised to revolutionise financial services in unprecedented ways,” Reserve Bank of India (RBI) governor Shaktikanta Das said on Wednesday (August 28, 2024) addressing the Global FinTech Fest, in Mumbai.
This webinar focuses on applications of AI/ML in credit risk management and will talk about the following:
- Core Applications of AI/ML in Credit Risk a. credit scoring b. early warning systems and default prediction c. fraud detection and prevention
- Key challenges a. Data quality and availability issues b. Model interpretability and explainability c. Regulatory compliance
- Future trends a. Advanced AI techniques such as deep learning and NLP b. Real time risk assessment and dynamic pricing c. Integration with other technologies such as IoT, Blockchain and Edge computing
Speaker: Ritesh Chandra
Ritesh is a seasoned banker with over 14 years of experience in credit and risk management and currently works as President of a leading private sector bank. Prior to that, he was in IT consulting and had worked in a variety of roles in India, China and Canada. Passionate about teaching, he has been conducting workshops and training programs for the last 6 years. His areas of interest are credit risk, quantitative finance and statistical learning. Ritesh is a PGDM from IIM Calcutta and B.Tech. from IIT Kanpur. He is also a Member of the Board of Studies (in the area of Finance Management) at IMT-CDL, Ghaziabad.
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