Hande Gabrali-Knobloch

Brand visibility inside AI answer engines. Mixture-of-Agents across 5 LLMs, XGBoost scoring, embedding-based semantic drift detection. Deployed on AWS ECS Fargate with full CI/CD.

End-to-end ML pipeline for heart disease prediction with model explainability using SHAP and LIME on Databricks | MasterSchool AI Enhanced Productivity Project 3

An in-depth, independent research report mapping the emerging advertising ecosystem inside Large Language Models: the roles of media agencies, AdTech (DSPs/SSPs), LLM platforms, agentic buying, new protocols (MCP/AdCP), economic models, and case studies.

No project description available.

Econometric and media-mix analysis of brand resilience through a demand shock, using media investment data across 2020.

K-Means customer segmentation into 3 personas; surfaced a +30% weekend spend uplift and a 15% cancellation-risk cohort, translated into dynamic pricing and churn-prevention levers.