Rajan Panwar

Academic paper providing an introduction and legal analysis of corporate social responsibility under the Companies Act, 2013 ⚖️📖

Proposes a multi-layered framework to detect and mitigate gender bias in financial predictive models, using gradient-boosting, reweighting and threshold optimization, and SHAP for interpretability to improve fairness while maintaining predictive performance.