ad-ranking

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CTR prediction, candidate ad ranking, cold-start handling, drift monitoring, and low-latency ML serving for contextual ad systems.

Privacy-aware multimodal ad targeting, recommendation, and placement platform using Python, ML, Parquet, DuckDB, DVC, and explainable ranking.

python machine-learning privacy gcp recommendation-system parquet advertising ad-targeting dvc mlops feature-store duckdb content-understanding multimodal-ai ad-ranking

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