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ianliu1997/README.md

Yi Hong (Ian) Liu

Personal bio

● Biomedical Science and Engineering professional with academic background and expertise in applying Deep Learning, Machine Learning, and AI methods to biodata, including medical imaging and patient healthcare data.
● Designed and implemented AI models for medical imaging, improving diagnostic accuracy and efficiency.
● Engineered ML pipelines to analyze patient healthcare data and optimize treatment processes.
● Led cross-functional teams in deploying deep learning solutions, improving data processing and analysis.
● Managed and delivered end-to-end $100K medical technology projects on-time and within budget aligned with stakeholder requirements, while maintaining compliance with company policies and practices.

Skills

Programming Languages

Python, SQL, Shell scripting

Machine Learning Frameworks

Pytorch, TensorFlow, Keras

Data Science Tools

NumPy, scikit-learn, Pandas, Matplotlib, seaborn, sci-kit image

Pinned Loading

  1. C242-Final-Project C242-Final-Project Public

    Jupyter Notebook

  2. E276-Final E276-Final Public

    Forked from AndyFeng233/E276-Final

    Jupyter Notebook

  3. Machine-Learning-Statistical-Models-and-Optimization-for-Molecular-Problems Machine-Learning-Statistical-Models-and-Optimization-for-Molecular-Problems Public

    Course BioE C242

    Jupyter Notebook

  4. Statistics-and-Data-Science Statistics-and-Data-Science Public

    Course ME276DS

    Jupyter Notebook