- Work spanning Product Areas including Search, Maps, Discover/Now & Shopping.- Specialized in Information Extraction/Retrieval, Natural Language Processing (NLP), ML, Entity Discovery, Entity Disambiguation, Query Understanding.- Project Highlights -- Query Understanding focusing on Brands’ queries & scaling the Intent Catalog. -- Events Data Quality, Events UGC, Thing To Do experiences. -- Social Profiles Extraction of entities in Knowledge Graph -- Upcoming concert notifications & Today In History memories for historical events in Discover/NOW. -- Extraction of descriptive terms, opening hours & menus of local businesses. -- Entity linking & disambiguation system to recognize mentions of locations in streams of text.