Interests
AI/ML applications and systems.
High performance computing, computer system architecture, operating system, performance and energy efficiency.
Short Bio
Machine learning engineer, ML modeling and applications, ML frameworks development, Apple, CoreML-CreateML/AIML, 2018 - present.
Software engineer, performance, power and energy efficiency, Apple, CoreOS/SWE, 2016-2018.
High performance computing and computer system researcher, Intel Labs, Parallel Computing Lab, 2014 - 2015.
Ph.D. in Electrical and Computer Engineering, University of Rochester, 2010 - 2016.
Recent Activities
WWDC 2022 project DRI (human body action repetition counting): What's New in Create ML. Compose Advanced Models with Create ML Components.
Released iOS sample app: Counting Human Body Actions in a Live Video Feed.
Released iOS sample app: Detect Hand Poses with Vision.
WWDC 2021 project DRI (hand gesture recognition): Classify Hand Poses and Actions with Create ML.
Released iOS sample app: Detecting Human Actions in a Live Video Feed.
Released iOS sample app: Build a Feature-Rich App for Sports Analysis.
WWDC 2020 project DRI and speaker (human body pose and action recognition): Build an Action Classifier with Create ML.
Apple Worldwide Developers Conference (WWDC) 2019 project DRI and speaker (activity recognition with motion sensors and Apple Watch): Building Activity Classification Models in Create ML.
Apple SpotlightOn Software University 2019 speaker: Data Manipulation and Model Creation powered by Create ML.
Facebook Performance@Scale 2019 conference invited panelist speaker: page, video.
Industry Committee for International Symposium on High Performance Computer Architecture: HPCA'19.