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Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

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@SaveBirds-app @Second-Harmonic-Generation

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max-ghadri/README.md

Hi — I’m Max Ghadri

Mechanical Engineer (MSc) | Energy & Thermal Systems Modeling | ML & Numerical Simulation Methods

Mechanical Engineer (MSc) focused on energy & thermal systems modeling, numerical simulation, and engineering-grade computational workflows.

I build reproducible simulation toolkits (primarily Fortran/Python) with an emphasis on stability, scalability, and computational efficiency, and I use ML as an enabling layer for analysis and decision support.

What you’ll find here

  • Second Harmonic Generation (SHG) toolkits: heat equation, phase mismatch, coupled field–thermal simulations (HPC-oriented)
  • Numerical modeling projects: thermal / energy / transport-style problems
  • ML projects (supporting role): time series, CV/NLP prototypes, evaluation pipelines

Highlights

  • Open-source SHG modeling across multiple repositories (FDM, MPI, optimized Fortran)
  • Airbus (A220 ditching): simulation-based engineering + ML-assisted analysis

Skills

Skills Technologies
Data Science A/B Testing Causal Inference
LLMs & Generative AI Transformers OpenAI Ray Data LangChain 
AI Engineering FastAPI Streamlit Gradio Hugging Face ONNX Runtime NVIDIA Triton Weights & Biases
ML Engineering Docker Kubernetes MLflow Kubeflow Apache Airflow SageMaker
Deep Learning Hugging Face PyTorch TensorFlow 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
ArcGIS ArcGIS
Editors Cursor VS Code Google Colab JupyterLab Jupyter Notebook PyCharm

Pinned Loading

  1. Second-Harmonic-Generation/SHG-Documentation Second-Harmonic-Generation/SHG-Documentation Public template

    Comprehensive documentation of Second Harmonic Generation (SHG) concepts, computational models, and guidelines for using the repositories in this organization.

    Fortran

  2. Second-Harmonic-Generation/SHG-PW-BG-Coupled Second-Harmonic-Generation/SHG-PW-BG-Coupled Public template

    Fortran implementation solving coupled heat and SHG equations for pulsed Bessel-Gauss beams in type-II KTP crystals, tracking thermal effects and conversion efficiency evolution.

    Fortran

  3. Second-Harmonic-Generation/SHG-PW-G-Optimization Second-Harmonic-Generation/SHG-PW-G-Optimization Public template

    Optimized computational code for thermal effects in pulsed second harmonic generation (SHG) using Gaussian beams. Achieves 99% memory reduction and 86% execution time reduction through array optimi…

    Fortran

  4. Second-Harmonic-Generation/SHG-PW-G-Simulation Second-Harmonic-Generation/SHG-PW-G-Simulation Public

    Open-source Fortran toolkit for simulating pulsed Gaussian second harmonic generation (SHG) in KTP crystal. Investigates efficiency changes with pulse energy, laser spot size, and cooling temperatu…

    Fortran