Autofill Engine Using Deep Learning

  • Position: Machine Learning Research Engineer
  • Type: Part-Time
  • Duration: March 2020 - Present
  • Organization: Olak Inc.
  • Location: Santa Clara, CA, USA
  • Reference Letter: Mr. Jay Pavagadhi (CEO)
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Built a deep learning pipeline to achieve ~95% accuracy for an Autofill Extension (almost ~20% improvement) to replace the existing rule-based system. Optimized the system size by almost ~95% for low-powered devices and deployed it as a fully-client side offering for browser extension. Currently working on novel data augmentation techniques to improve model performance on edge cases and make it extensible for broader use cases.