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Indian Institute of Technology, Bombay

University of Washington

Software Engineer

Member of Technical Staff

1. Created a model to find hierarchical structure in unsupervised fashion from raw query data received from Amazon’s analytics portal; proposed model achieves significant improvement over current system
2. Developed high precision machine-learning and rule-based models for categorizing books in the Kindle catalog; tested model over 160K books, achieving 10x improvement in tagging and 4x improvement in readership coverage.