Pengcheng He
Greater Seattle Area United States
Summary
🤩
Rockstar🎓
Top SchoolPengcheng He is an AI-focused full-stack engineer and researcher with a decade of experience building large-scale distributed systems and deep learning models, including six years specializing in pre-trained language models for summarization, dialogue, and hallucination mitigation. At Microsoft he progressed from Senior SDE on Bing’s Cosmos platform to Principal Researcher and Principal Research Manager leading the Azure Cognitive Services Summarization Science team, bridging research and production at cloud scale. He brings a rare combination of PhD-level signal processing expertise and hands-on systems engineering, shipping algorithms and platforms that operate on massive data volumes. Based in the Greater Seattle Area, he pairs strong academic foundations with product-driven leadership and a track record of turning cutting-edge NLP research into reliable cloud services.
10 years of coding experience
13 years of employment as a software developer
Bachelor of Science (BS), Science and technology of Electronics and Inforamtion, Bachelor of Science (BS), Science and technology of Electronics and Inforamtion at Beijing Normal UniversityDoctor of Philosophy (PhD), Processing of Signal and Information, Doctor of Philosophy (PhD), Processing of Signal and Information at Graduate School, The Chinese Academy of School Sciences
English
Github Skills (28)
pytorch10
python10
machine-learning10
cntk10
java10
deep-learning10
neural-network10
computer-vision10
microsoft9
representation-learning9
tensorflow9
deep-neural-networks9
self-attention9
nlp8
roberta8
Programming languages (2)
Github contributions (5)
xgk/xgk.github.io
Jan 2016 - Feb 2016
Contributions:35 pushes in 9 days
xgk/mlflow
Jun 2018 - Jun 2018
Open source platform for the complete machine learning lifecycle
Contributions:2 pushes in 1 day
pythonlifecyclemlmachine-learningincremental-learning
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