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)
- Visit:: https://olak.com/
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.