Real time Intelligence for Contact Center.

Machine Learning Platform TL

1. Tech Lead of Cloud AutoML Tables: Automatically build and deploy state-of-the-art machine learning models on structured data. The system includes the dataset injection and analysis, feature transformations, automatic model hyperparameter tuning, distributed training and model deploying, etc. I'm also one of the core team members who built the product from group up. https://cloud.google.com/automl-tables/

2. Adaptive Controls Platform aims to help external facility management customers to optimize the energy efficiency by utilizing the state-of-art Reinforcement Learning technologies. I’m Tech Lead in the team, leading the efforts of the data processing pipelines, model training systems and model quality iterations, etc.

Machine Intelligence Team in Google Photos

1. Concept Movies: Launched the Concept Movies and On-Demand Concept Movies with great success, which demonstrates Google Photos’ ML power to automatically generate montage videos from user’s photos and video clips.

2. Slow Motion Cross Platform Supports.

3. Photos/Video AutoEnhance.