10+ years of experience to include deep expertise in machine learning, deep learning, statistical modeling, generative AI, and LLMs, with hands-on experience developing, evaluating, and improving models using real-world datasets - including data preprocessing, feature engineering, and experimentation - and strong analytical and mathematical modeling skills. Hands-on experience with the SAP data and AI platform stack - including SAP Datasphere, SAP HANA Cloud Knowledge Graph Engine, SAP Business Data Cloud, SAP One Domain Model, SAP Graph API, and SAP Business Accelerator Hub - with working knowledge of SAP master data domains and Master Data Governance constructs.