The development of financial analytics has been progressive within the last few years due to the availability of big data, machine learning, and predictive modelling, which has shaped the decision-making of financial institutions and risk management. The use of these technologies has enabled organizations to improve their performance, cut expenses, and make better forecasts regarding virtually all aspects of business, including credit risk and consumer behaviour.

An experienced professional in this field, Sandeep Yadav, has provided valuable input in almost all the areas of financial analysis. Focusing on the first frameworks that integrate PCA with Neural Networks, and first attempts at handling the class imbalance problem in predictive modelling with SMOTE,he has impacted the future of financial analytics especially in the use of AI and machine learning in decision making and risk management.