An AI/ML lead with years of applied development experience across modeling, large-scale data pipelines, and MLOps, paired with deep expertise in AI risk management for AI solutions. I’m driven by solving real-world challenges, and I apply rigorous data processing, benchmarking, testing, and documentation practices to ensure models are performant, and reliable, enabling confident business decisions and strong governance outcomes. I partner closely with product, engineering, and risk/compliance stakeholders to align roadmaps, define acceptance criteria, and deliver production-ready, audit-ready solutions, while incorporating best practices that improve delivery speed and measurable outcomes on large-scale data.