Disha Singla

Disha Singla, Senior Director of Machine Learning Engineering at Capital One, leads efforts to democratize ML across the company. She discusses the creation of reusable workflows and libraries designed for citizen data scientists, enabling quicker decision-making. The conversation dives into the implementation of real-time ML, balancing the need for speed in insights with regulatory compliance. Disha also shares strategies for securing executive buy-in by demonstrating ROI and emphasizes the importance of rigorous testing and observability in ML models.