Badges
Certifications
Work Experience
Software Engineer
Apple•  August 2020 - Present
Working on Siri Search Relevance
Software Engineering Intern
Google•  June 2019 - August 2019
Project: A directional tap-detector for a wearable using IMU data - Improved user data collection by allowing data entry directly through double-tapping a corner on a wearable device whereas previously, use of a secondary device, an Android phone, was required - Designed and implemented real-time event detection on a Pixel phone paired with the wearable by detecting significant perturbations from a moving average in each axis of both the 3D accelerometer and 3D gyroscope - Designed Deep CNN and Deep LSTM models to classify the IMU (3D accelerometer + 3D gyroscope) data for the detected events as double-tap of a specific corner on the device or no-tap - Designed and implemented real-time inference on Neural Network models on a Pixel phone paired to the device - Illustrated the use of the established framework, for data collection and real-time event detection and inference, to allow performing future device interaction recognition using Machine Learning
Cognitive / AI / Machine Learning Software Developer Intern
IBM•  June 2018 - August 2018
Project: A first-line support chatbot for the internal IBM Cybersecurity website - Improved the education and policy discovery experience of 700k+ IBM employees and contractors by providing information on average 20x times faster than navigating the website - Won the annual IBM North America Hackathon among 100+ intern teams in the Cybersecurity Division by creating a system security scanner with 5 patents pending - Utilized IBM Watson Assistant, Discovery, and Knowledge Studio to implement contextual search, and structure conversations with users; used Javascript, HTML, and CSS to design a user-friendly UI - Implemented a Node.js/Express.js back-end server to handle user requests and deployed on IBM Cloud
Education
University of California, Berkeley
Computer Science, BS•  August 2015 - December 2019