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AbdelrahmanAmr3/README.md

πŸ‘‹ Hi there!

My name is Abdelrahman Saleh, and I am a PhD student at Ankara Uni.

πŸ’» Challange Yourself:

Can you break my touch typing records πŸ€” My average ⚑️ is 120 WPM (EN)

πŸ” Interests

  • Machine Learning / Deep Learning
  • Remote Sensing Applications in Agriculture
  • Climate Science / Earth Observation

πŸš€ Current Projects

  • Deep RL for Optimizing Irrigation Scheduling: Funded by TÜBΔ°TAK.

🌐 My Open-source Projects

  • EarthStat 🌍 - Tool to generate statistical datasets from Remote Sensing data for spatial units.
  • AgERA5GeoStat πŸ“Š- Create Statistical Information datasets For ROI by Download, Aggregate AgERA5.
  • RLCropWater πŸ’§ - RL Environment for Scheduling Irrigation.
  • ETo-Calculator 🌱 - Calculate ETo according to Available Meteorological Data.

🎯 Past Projects

  • Deep Neural Network for Estimating GPP in Bolivia: Utilized regional meteorological variables.
  • Deep Learning for Sustainable Water Management: Estimating reference crop evapotranspiration in sub-humid climatic conditions.

πŸ“š Currently Learning

  • Google Earth Engine and a lot of stuff

πŸ† Hackathon Awards

πŸ’» My Skills

Category Skills
Programming Languages Python (Advanced), JavaScript for GEE, C++ (Beginner)
Data Analysis & Data Visualization NumPy, Pandas, Seaborn, Matplotlib
Machine Learning & Deep Learning TensorFlow, Pytorch, Scikit Learn, OpenCV
Remote Sensing libraries Xarray, Rasterio
Geospatial Analysis ArcGIS, QGIS
Crop Modeling DSSAT
Web Development HTML, CSS, WordPress

πŸ’ͺ🏻 power in collaboration!

Feel free to reach out to me via email for collaboration opportunities or inquiries.

Pinned

  1. earthstat earthstat Public

    A Python package for efficiently generating statistical datasets from raster data for spatial units.

    Python 4

  2. BigDataWUR/AgML-crop-yield-forecasting BigDataWUR/AgML-crop-yield-forecasting Public

    AgML aspires to identify key research gaps and opportunities at the intersection of agricultural modelling and machine learning research and support enhanced collaboration and engagement between ex…

    Jupyter Notebook 18 7