Full-stack search quality for complex natural language local queries across Search, Assistant, and Maps. .

Helping Local Search understand natural language queries and serve high-quality local results.

Designed and developed algorithm for prioritizing fragments of text worth processing for given information extraction tasks.

Evaluated algorithm over real news documents and with variety of information extraction tasks across diverse domains (e.g., finance, entertainment, business).

Designed and developed crowdsourced system to generate contextual information around measurements and improve their understanding.

Designed and performed large-scale evaluation on effectiveness of contextual information in terms of recall, estimation, and error detection.