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Developing AI Models
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Developing AI Models
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samresume/README.md

Sam EskandariNasab

MohammadReza (Sam) EskandariNasab

👨‍🎓 About Me

I am MohammadReza EskandariNasab, also known as Sam, a Machine Learning Researcher and Lead Web Developer with extensive experience in generative models, including diffusion models and GANs. Additionally, I lead an NSF-funded project that enables researchers to train AI models for solar flare prediction without any coding expertise.

💻 Technical Proficiency

Data Science & Machine Learning 

TensorFlow Icon   Keras Icon   scikit-learn Icon   Pandas Icon   Numpy Icon   Matplotlib & Seaborn Icon   Machine Learning Icon   Neural Networks Icon Data Preparation Icon Generative AI Icon

Languages & Frameworks

Python Icon   C++ Icon   Django Icon   REST APIs Icon   React Icon   SQL Icon   MongoDB Icon   Celery Icon HTML Icon   CSS Icon  

🌐 My Online Presence

Stay updated on my news, research, and projects through the following platforms:

🚀 GitHub Activity

Sam's Top Languages

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  1. SeriesGAN SeriesGAN Public

    We introduce an advanced framework that integrates the advantages of an autoencoder-generated embedding space with the adversarial training dynamics of GANs for time series generation.

    Jupyter Notebook 1

  2. AVATAR AVATAR Public

    We introduce AVATAR, a framework that combines Adversarial Autoencoders (AAE) with Autoregressive Learning for time series generation.

    Jupyter Notebook

  3. FlaPLeT FlaPLeT Public

    This is an NSF-funded project with the goal of developing a machine learning-based web service similar to ChatGPT. This platform will enable users to train AI models for solar flare prediction with…

    Python 1

  4. Cleaned-SWANSF-Dataset Cleaned-SWANSF-Dataset Public

    The SWAN-SF dataset is now fully preprocessed, optimized, and ready for binary classification tasks. Our team is excited to release the enhanced version of the SWAN-SF dataset across all five parti…

    2

  5. PreprocessingPipeline-ContRegClassifier-SWANSF PreprocessingPipeline-ContRegClassifier-SWANSF Public

    Accurate solar flare prediction is crucial for mitigating risks to astronauts, space equipment, and satellite communication. Our study enhances prediction accuracy using advanced preprocessing and …

    Jupyter Notebook 1

  6. ChronoGAN ChronoGAN Public

    This advanced framework integrates the benefits of an Autoencoder-generated embedding space with the adversarial training dynamics of GANs for time series generation..

    Jupyter Notebook 4