15 years of experience in Data science and Machine learning (incl. Graph learning/Deep learning) w 5 years as tech lead. Microsoft : Ad targeting (behavioral, social), Display ads measurement, Windows app store certification, Cloud infrastructure reliability, Devices marketing/sales (price elasticity), Azure customer support Meta : Trending topics personalization, Graph embeddings/GNN for various use cases, Deep learning for location ad targeting