Builds and operates production-grade machine learning and generative AI systems, including automated marketing platforms, document-intelligence pipelines with fine-tuned NLP, and live algorithmic trading infrastructure. Delivers automated, monitored, scalable ML pipelines and executive-level AI strategy, prioritization frameworks, and hands-on workshops for senior leaders in finance, legal, and asset management.