Yan AI/ML Engineer - Sydney - AI Talent pty

    AI Talent pty
    AI Talent pty Sydney

    16 hours ago

    Default job background
    Description

    As an expert in deep learning and computer vision, you will bring a robust data-driven approach to problem-solving, complemented by strong engineering and research capabilities. Throughout your academic journey, you have successfully implemented machine and deep learning solutions tackling classification, segmentation, and reconstruction challenges.

    Key Responsibilities

    You will leverage tools like NumPy, scikit-learn, Pandas, TensorFlow, and PyTorch to enhance data analysis workflows and automate pattern recognition processes. Additionally, you will apply your expertise in Matlab for research purposes and industrial C programming for hardware design verification simulations.

    Skills

    Boosting, Computer Vision, CUDA, Deep Learning (CNN, GAN), Docker, GIT, Machine Learning (SVM), NumPy, Pandas, Python (TensorFlow, PyTorch, Scikit-Learn), SQL (MySQL, SQL Server, SQLite), Transformer, XGBoost.

    Education

    A Doctor of Philosophy degree from the University of New South Wales, a Master of Engineering degree from Northwestern Polytechnical University, and a Bachelor of Engineering degree from Northwestern Polytechnical University.

    Experience

    A PhD Researcher at Metal Artifacts Reduction for Clinical Data, conducting image cleaning, dataset building, algorithm development, collaboration with researchers, and publication of technical papers.

    An Academic Tutor at the University of New South Wales, providing machine/deep learning, computer vision, and data analysis tutorials, adapting to diverse student skill levels.

    A M.E. Researcher at Brain Tumour Segmentation, designing a deep learning method addressing multi-modality image merge, participating in the BraTs Challenge, and publishing two technical papers.

    An Algorithm Engineer at SigmaStar Technology Ltd, deploying deep learning algorithms, debugging quantization algorithms, testing performance on customer chips, and providing reports to customers.

    A Software Engineer at Cooperation Project from master group, packaging algorithms under API guidelines, deploying algorithms to the standard platform, and analysing data source, format, and size in various clinical environments.

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