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Leen-Alzebdeh/README.md

Hi there, I'm Leen ๐Ÿ‘‹

Iโ€™m a Masterโ€™s student in Translational Medicine with a Bachelor's in Computing Science, specializing in machine learning for healthcare. My research is using AI to forecast blood glucose trajectories using large-scale electronic health records, with the goal of optimizing healthcare operations and improving patient outcomes.

๐—ฆ๐—ฒ๐—น๐—ฒ๐—ฐ๐˜๐—ฒ๐—ฑ ๐—ช๐—ผ๐—ฟ๐—ธ๐˜€:

โœ… Presented first-author at European Association for the Study of Diabetes (EASD) 2025 in Vienna, one of the world's largest medical conferences.

โœ… Front-end dev: Built an e-commerce website in React for Zero RampUp.

โœ… Back-end dev: Django APIs for a distributed social platform.

โœ… Computer vision: YOLOv5 / U-Net for detection & segmentation in addition to Detectron2 for autonomous vehicle navigation; deployment with Docker.

๐—ง๐—ฒ๐—ฐ๐—ต๐—ป๐—ถ๐—ฐ๐—ฎ๐—น ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€ & ๐—ง๐—ผ๐—ผ๐—น๐˜€:

Python, PyTorch, TensorFlow, scikit-learn, Pandas, NumPy, SQL, React, Django, Docker, Git; MongoDB, PostgreSQL.

Iโ€™m excited about roles where data science meets practical deploymentโ€”collaborating with experts like clinicians and engineers to turn models into measurable impact.

Portfolio: leenzebdeh.github.io Contact: LeenAlzebdeh1@gmail.com

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  1. duckietown duckietown Public

    All the code for a course. It is all exercises using duckiebots and ROS.

    1

  2. hbheesetti/CMPUT404-project-socialdistribution hbheesetti/CMPUT404-project-socialdistribution Public

    Forked from abramhindle/CMPUT404-project-socialdistribution

    CMPUT404-project-socialdistribution

    JavaScript 3 3

  3. CMPUT-Final-Project-Predict-Edmonton-Weather CMPUT-Final-Project-Predict-Edmonton-Weather Public

    I experiment with 3 machine learning algorithms: linear regression, neural networks, support vector machine (SVM) to predict temperature and percipitation. I train on Edmonton's daily weather dataset.

    Python 1

  4. NLP-Relation-Extraction-Classification NLP-Relation-Extraction-Classification Public

    We classify the relation between head and tail entity using a Naive Bayes model based on bag-of-words (BoW) features.

    Python 1

  5. CMPUT301F21T25/AgileSprinters CMPUT301F21T25/AgileSprinters Public

    Group Project Repo

    Java 1

  6. YOLOv5-UNet-Double-MNIST YOLOv5-UNet-Double-MNIST Public

    I use YOLOv5 for object detection and U-Net for image segmentation on MNISTDD-RGB (course work)

    Python 6 1