A portfolio of high-ranking competition solutions across diverse applied machine- learning problems. Highlights include podium finishes in Microsoft Malware Classification and Crowdflower Search Results Relevance, a top-five result in Otto Group Product Classification, and strong placements in the Allen AI Science Challenge and other competitions.
This body of work led to Kaggle Grandmaster status and informed later work in representation learning, recommendation systems, and production machine learning.