About

Frederick Liu is a highly skilled software engineer with 5.86 years of experience in the industry. Currently working at Google as a Senior Software Engineer, he has developed and maintained the official Tensorflow modeling library and shipped NLP research (BERT, T5, Efficient Transformer) to production. He has also built large-scale models with distributed training (data, model parallelism) on TPU and GPU. Frederick has previously worked at Google as a Software Engineer, where he built an XAI library (Integrated Gradients, Baseline Shapley) and XAI Cloud services. He conducted research on Feature Attribution, Data Influence, Model Monitoring, and published results at ACL'19, NeurIPS'20, and NeurIPS'21. He has also worked at Snapchat as a Software Engineer, where he built on-device (iOS, Android) Federated Learning models used for classification and ranking problems with Differential Privacy guarantees. Frederick holds a Master's degree in Computer Science from Carnegie Mellon University, where he specialized in Language Technology Institute. He also has a Bachelor's degree in Computer Science from National Taiwan University. His technical skills include Software Engineering, BERT, Research Scientist, NLP, Tensorflow, Android, and iOS. Frederick is a creative problem solver who enjoys bringing creativity to production. He is passionate about using his skills to develop innovative solutions that can make a difference in people's lives. With his extensive experience and technical expertise, Frederick is a valuable asset to any team.