Yifei Zhao
Machine Learning Reseacher · Huawei Canada
About Me
Toronto · Ontario · Canada
I am deeply passionate about cutting-edge advancements in the field of machine learning, with a particular focus on state-of-the-art deep learning models, computer vision, natural language processing, and the development of large-scale language models. These dedicated interests have driven my pursuit of knowledge and innovation in the dynamic field of AI research, making me a committed contributor to the ongoing evolution of machine learning technologies.
I am presently employed as a machine learning researcher at Huawei Canada, where I have developed numerous data-driven, AI-assisted systems aimed at addressing Huawei’s intricate and genuine networking challenges while enhancing network performance. I apply online ML/DL models to adapt to the ever-changing and unpredictable real-world system, and employ causal reasoning techniques to analyze anomalous behaviors in both the system and network.
Skills
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Programing Languages: Python, C++, C, Java, MATLAB, SQL, HTML, CSS
Tools & Platforms: PyTorch, TensorFlow, Keras, Linux, Google Cloud Platform, Git, Docker
Expertises: Deep Learning/Machine Learning, Data Structures, Object-Oriented Programming, Computer Networks
Professional Experience
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Machine Learning Reseacher April 2022 Now
Huawei Canada, Toronto, Canada
Research Assistant September 2021 April 2022
McGill University, Montreal, Canada
Education
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M.Sc. in Electrical and Computer Engineer 2019 2021
McGill University, Montreal, Canada
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B.S in Electrical Engineering 2015 2019
Shanghai University, Shanghai, China