Wei Li Email and Phone Number
I am a computer science professional with a strong focus on perception systems, currently pursuing an MS in Computer Science at Northeastern University. My experience includes developing gaze estimation models and integrating tools like Gaze360, MediaPipe, and YOLO for multi-object tracking, achieving real-time responsiveness and 80% accuracy. I have also worked on advanced machine learning projects, such as building a Smart Walker for dynamic gait analysis and creating CNNs for echocardiogram classification, emphasizing accuracy and scalability in real-world applications.
Onki
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Perception Machine Learning Engineer InternOnki Jun 2024 - PresentSeattle, Washington, United StatesWorked on perception systems involving depth data processing, gaze estimation, and real-time multi-object tracking, improving robotic responsiveness in real-time environment.
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Graduate Research AssistantThe University Of Hong Kong Mar 2023 - Aug 2023Hong Kong SarDeveloped a Smart Walker using machine learning for autonomous fall recovery and real-time gait analysis, achieving 90% accuracy. Leveraged hybrid models and transfer learning to enhance dynamic pattern recognition. -
Research AssistantThe University Of Hong Kong Sep 2022 - Feb 2023Hong Kong, Hong Kong SarDeveloped a CNN-based Cardiac View Classification Network using PyTorch, achieving 95% accuracy in echocardiogram classification. Addressed class imbalance with data augmentation and SMOTE, and ensured reproducibility with Docker-standardized environments.
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Research AssistantThe University Of Hong Kong Mar 2022 - Feb 2023Hong Kong SarCreated synthetic 3D human datasets using Blender, automating processes with Python for multi-person and multi-view data. Processed image/3D data with HDRI panorama to support 3D human reconstruction tasks.
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Research AssistantThe University Of Hong Kong Jun 2022 - Dec 2022Hong Kong, Hong Kong SarDeveloped an adaptive query model using BERT fine-tuning and multi-domain training, improving accuracy by 23.8%. Enhanced precision by 19.5% through domain-specific heuristics and curated datasets.
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Research Project ManagerThe University Of Hong Kong Jun 2021 - Sep 2021Hong Kong SarConducted research on DNN approximation for piecewise continuous functions, designing a Python-based model optimized for precision in the [0,1] range. Introduced a novel bifurcation approach to address discontinuities.
Wei Li Education Details
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Computer Science -
Mathematics And Computer Science
Frequently Asked Questions about Wei Li
What company does Wei Li work for?
Wei Li works for Onki
What is Wei Li's role at the current company?
Wei Li's current role is Machine Learning Engineer Intern @ Onki | MSCS 25' @ Northeastern | Mathematics & Computer Science 23' @ HKU | Seeking 2025 Full-Time Machine Learning Engineer/Software Development Engineer.
What schools did Wei Li attend?
Wei Li attended Northeastern University, The University Of Hong Kong, University Of California, Berkeley.
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