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10 followers · 22 following

Achievements

Achievement: Quickdraw

Achievements

Achievement: Quickdraw

Organizations

@UNH-Machine-Learning-in-Space-Physics @Homaei-Research-Group @Second-Harmonic-Generation

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Alireza-Motazedian/README.md

Alireza Motazedian     Linkedin Google Scholar ORCID

🚀 AI x Space x Engineering — My GitHub Universe

🧠 AI Engineering ———> Think Deep

  • Supervised / Unsupervised
  • ANN, CNN, Transformers
  • ML for scientific discovery

🌍 Space Physics ———> Model the Magnetosphere

  • IMEF & Dst prediction
  • Path integration vs. Least-Squares
  • Real-time space weather forecasting

📈 Time Series & Forecasting ———> Predict the Future

  • Time-series modeling with LSTM, ARIMA, Prophet
  • Forecasting geomagnetic storms and space weather
  • Handling noisy datasets and missing data

⚙️ ML Engineering ———> Build Smart

  • Scalable pipelines
  • Feature engineering
  • Deployment with Docker, GitHub Actions

🧪 Physics & Engineering ———> Code Reality

  • FORTRAN simulations
  • FDM, inverse methods
  • Nonlinear optics, field modeling

🧭 Personal Branding ———> Show Your Work

  • ATS-ready resume
  • GitHub profile design
  • Visual storytelling for tech

Skills

Skills Technologies
ML Engineering Docker
Deep Learning TensorFlow PyTorch Keras caret
Machine Learning scikit-learn caret
Cloud Platforms AWS Azure Google Cloud
Time Series Analysis   Transformers TCN Prophet LSTM Statsmodels ARIMA SARIMA TSA
Pkg / Env Managers Conda Venv virtualenv pip Poetry
Big Data Apache Spark Hadoop Apache Hive Presto Apache Flink Dask
Python Python Pandas NumPy Statsmodels ipywidgets GeoPandas fastparquet
SQL MySQL PostgreSQL SQL Server MariaDB SQLite TPC Benchmarks
R R dplyr caret ggplot2
Git Git GitHub GitLab
Image Processing OpenCV Pillow scikit-image
Visualization Draw.io Visio Matplotlib Seaborn ggplot2
Editors Cursor VS Code Google Colab JupyterLab Jupyter Notebook PyCharm

Pinned Loading

  1. Classification_API_with_PostgrSQL Classification_API_with_PostgrSQL Public

    End-to-End Classification APIs — A curated suite of production-ready classification models, each deployed via FastAPI with PostgreSQL and Docker integration.

    Jupyter Notebook 1

  2. Dockerized_ANN Dockerized_ANN Public

    End-to-end Artificial Neural Networks: built from scratch and with modern ML libraries. Includes custom training loops, real-world datasets, model tuning, and insightful visualizations.

    Jupyter Notebook 1

  3. Regression_API_with_PostgrSQL Regression_API_with_PostgrSQL Public

    Modular Regression Models — A curated suite of standalone repositories showcasing linear, polynomial, and advanced regression techniques, each built with clean, production-ready pipelines and real-…

    Jupyter Notebook 1

  4. Dockerized_CNN Dockerized_CNN Public

    Curated Convolutional Neural Networks — A focused collection of CNN projects covering image classification, feature extraction, and model optimization with clean, modular, and scalable implementat…

    Jupyter Notebook 1

  5. Nonlinear_Optics_Second_Harmonic_Generation Nonlinear_Optics_Second_Harmonic_Generation Public

    Computational SHG Modeling — A complete Fortran-based framework for simulating thermal effects in Second Harmonic Generation using FDM and coupled physics.

    Gnuplot 2

  6. Dockerized_LSTM Dockerized_LSTM Public

    Mastering LSTM Networks — A focused collection of high-impact projects for sequence modeling, time series forecasting, and pattern recognition using robust, well-documented, and production-grade code.

    Jupyter Notebook 1