Özgür Işık Damar
Data & AI

Real-time Recommendation System

Real-time recommendation system using deep learning and reinforcement learning, lifting click-through and engagement on high-volume e-commerce traffic. End-to-end MLOps pipelines on Kubernetes and Docker handle training, deployment and monitoring. Explainable AI surfaces stakeholder trust alongside the metric wins.

Stack

Deep LearningReinforcement LearningKubernetesDockerMLOpsExplainable AI

The whole platform's pulse on one screen — click-through, conversion and revenue uplift against control, with live latency, traffic split and recent incidents.

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