Software Engineer
Current• Led the design and implementation of human crowd sourcing system.• Designed/Developed ML based Image Quality System for satellite images.o Developed infrastructure for running arbitrary algorithms to access imagery and storing these as signals.o Trained a Google Brain based model to detect clouds (biggest image quality artifact) with 85% accuracy (~90% precision, ~80% recall).• Designed/Developed/Launched Dremel based reporting for internal metrics of image processing system.• Developed/Launched GAE based near real time task importer and tracker for validating image quality on daily collections.• Configuration management system for tracking satellite files.