I help organizations design and deploy Machine Learning and AI systems that operate at scale — supporting risk, fraud, growth, and intelligence decisions across global enterprises.
Discuss a ProjectCredit risk, fraud detection, merchant intelligence, and large-scale decisioning platforms.
Anti-piracy intelligence, compromised account detection, and behavioral analytics systems.
Medical imaging, time-series forecasting, and applied deep learning solutions.
Recommender systems, churn modeling, and marketing optimization.
Translating business problems into clear ML objectives, metrics, and trade-offs.
Designing and deploying end-to-end ML pipelines, from data to decision, with monitoring and governance.
Models built around thresholds, risk appetite, and real-world operational constraints.
Solutions operating over millions of entities and global user bases.