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@SaveBirds-app

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Mostafa-M-Rezaee/README.md

Mostafa Rezaee     Personal Website SaveBirds Linkedin Google Scholar ResearchGate ORCID Twitter Badge Gmail GitLab GitHub

My brief CV

  • Data Science, PhD | AI Scientist

  • Internship: I did a summer internship at Sanofi, Cambridge, MA, focusing on Wearable Medical Devices. For my project, I developed a Python package to implement multiple algorithms and run diagnostics. Data preprocessing is also covered.

  • SaveBirds.app: www.SaveBirds.app is my Ph.D. project, a Data Science web application that helps manage 40,000 Protected Areas (PAs) across North America. SaveBirds fuels the US$75 billion wildlife-watching industry indirectly.

  • Bird Atlas Generator: Developed the first publicly available comprehensive Bird Atlas Generator of North American Breeding Bird Survey data which is available at SaveBirds.

  • Publications: 30 Publications including 9 Journal articles & 21 full conference papers. Moreover, 6 under-preparation journal articles are outlined at SaveBirds. All the publications are computational studies using modeling and simulation approaches.

  • Recommendations: Please see my LinkedIn recommendations.

Skills

Skills Selected programming languages and Libraries
Deep Learning TensorFlow PyTorch Keras caret
Machine Learning scikit-learn caret
Python Python Pandas NumPy Statsmodels datetime ipywidgets math GeoPandas fastparquet
R R dplyr caret ggplot2
SQL MySQL PostgreSQL
Visualization Matplotlib Seaborn ggplot2
Editors Google Colab JupyterLab Jupyter Notebook VS Code PyCharm
Git Git GitHub GitLab
Image Processing OpenCV Pillow scikit-image
Time Series Analysis   TSA Statsmodels ARIMA SARIMA LSTM
ArcGIS ArcGIS
Package Manager Conda Venv Docker

Pinned Loading

  1. GenAI_Image_Tutorial GenAI_Image_Tutorial Public

    Step-by-step tutorial to implement DDPM and PGGANs on Chest X-Ray images, addressing imbalanced datasets in medical imaging.

    Jupyter Notebook

  2. SHG__Second_Harmonic_Generation SHG__Second_Harmonic_Generation Public

    SHG (Second Harmonic Generation)

    Gnuplot 1 1

  3. DDPM_X-Ray DDPM_X-Ray Public

    Forked from imankhazrak/DDPM_X-Ray

    GenAI Potentials to Enhance Medical Image Classification

    Jupyter Notebook

  4. Mostafa-M-Rezaee Mostafa-M-Rezaee Public

    About me

    4 5

  5. Time_Series_Analysis Time_Series_Analysis Public

    Models: AR - MA - ARMA - ARIMA - SARIMA - LSTM

    HTML

  6. A_tool_to_convert_ipynb_to_HTML_in_Colab A_tool_to_convert_ipynb_to_HTML_in_Colab Public

    Using this tool you can convert your work in Colab to HTML and submit it as a report.

    Jupyter Notebook 2 3