Product Lead For Ml
Current• Lead AI product development across SoFi, driving alignment across all product, design, engineering, data science, content and marketing teams to build personalized user experiences at every user touchpoint• Developed the vision and strategy to democratize ML across SoFi, evangelizing its impact on our end users and building ML models to demonstrate its benefits• Built ML models for fraud detection, ranking, product propensity, and content recommendation to personalize all our digital surfaces resulting in increased user engagement by 15% and product adoption by 11%• Built a Central ML Platform that streamlined ML model development through common tools and processes, leading to faster deployment, real-time monitoring, and data sharing resulting in a 25% increase in efficiency• Launched a company-wide experimentation dashboard to validate (A/B test) our hypotheses and measure the impact of our work by tracking experiment results against critical KPIs for all experiments across SoFi.