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athammad/README.md

Hello, folks!

Hello, my name is Ahmed, and I am a Data Scientist, Quantitative Researcher, and Lecturer. I hold a PhD in Causal Machine Learning and over 10 years of experience working with data in both academia and the private sector. I possess extensive knowledge of programming languages such as R and Python, which I use daily to conduct my research and analysis.

As a passionate learner, I always strive to stay up-to-date with the latest developments in Machine Learning. That's why I'm still involved in research and regularly publish my analysis on a variety of topics, including Machine Learning and Econometrics applied to environmental analysis and other fields.

In the last few years, I have been focusing mainly on Environmental Data Modeling, Climate Change and Extreme Event Analysis with a strong emphasis on probabilistic models to assist both private and public sector organizations.

One of the most fulfilling aspects of my career is sharing my knowledge of statistics and machine learning with others. Teaching the younger generation and professionals how to "get things done" and handle real-world data problems is something that brings me so much joy. It's an opportunity for me to share my years of experience in the field and help others succeed.

My fields of interest

  • Machine Learning

  • Econometrics

  • Extreme Events Analysis

  • Causal Inference

  • Time Series

  • Probabilistic Models

  • Environmental Analysis

  • Sensor & Satellite Data

✍Papers & Blog

You can find a list of my publications on Google scholar. Apart from coding and writing, I also maintain a blog - you can find my articles on my website athsas.com.

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  1. online-ml/river online-ml/river Public

    🌊 Online machine learning in Python

    Python 5.1k 552

  2. mabwiser mabwiser Public

    Forked from fidelity/mabwiser

    [IJAIT 2021] MABWiser: Contextual Multi-Armed Bandits Library

    Python

  3. imodels imodels Public

    Forked from csinva/imodels

    Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

    Jupyter Notebook

  4. VHI_SEA VHI_SEA Public

    Main code for the paper "Probabilistic prediction of remotely sensed crop health and its food security implications" written by Ahmed T. Hammad, and Giacomo Falchetta"

    R

  5. EpetitionViz EpetitionViz Public

    EpetitionViz: An integrated tool to understand e-petitions and support policy decision

  6. dockerPyR dockerPyR Public

    Useful container for projects that requires both R and Python (to be used with Docker Machine)

    Dockerfile