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  • The George Washington University
  • Washington D.C.

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aalgha7/README.md

👋 Hi, I'm Abdullah Alghamdi

Systems Engineer | Process Optimization | AI & ML Enthusiast

I specialize in building intelligent, data-driven solutions that bridge the gap between Model-Based Systems Engineering (MBSE), Deep Learning, and Economic Analysis. My work focuses on automating complex engineering workflows and uncovering insights through spatial and statistical modeling.

🚀 Featured Portfolio Projects

Project Description Tech Stack
📄 AI4SE IRS Generator Automated generation of DoD-compliant IRS documents from Capella MBSE models using Google Gemini. Python Gemini
🫁 CheXpert Classifier Multi-label deep learning classifier for detecting chest X-ray pathologies with Grad-CAM explainability. PyTorch CV
🌀 FEMA Aid Equity Spatial and statistical analysis of disaster aid distribution in Puerto Rico using weighted vulnerability models. R ArcGIS
⚡ Green Hydrogen Model Techno-economic LCOH comparison between KSA and USA featuring Monte Carlo uncertainty analysis. Python Streamlit
🚇 DC Metro Analysis Statistical study of COVID-19 and weather impacts on WMATA ridership using R and Tidyverse. R Stats
🚀 Explore More Check out my other repositories for more systems engineering and data science experiments. View All Repos ➜

🛠️ Technical Toolkit

Languages & Frameworks

Python R PyTorch SQL

Systems & Data Engineering

  • MBSE: Capella, Eclipse, SysML
  • Data Viz: Plotly, Matplotlib, ggplot2, ArcGIS
  • LLM Ops: Google Gemini API, Prompt Engineering
  • Simulation: Monte Carlo Methods, Vectorized Modeling

📫 Let's Connect

Popular repositories Loading

  1. ai4se-irs-generator ai4se-irs-generator Public

    Automated pipeline generating IRS documents from Capella MBSE models using structured extraction and templating.

    Jupyter Notebook

  2. green-hydrogen-techno-economic-model green-hydrogen-techno-economic-model Public

    Techno-economic LCOH model comparing green hydrogen production costs between Saudi Arabia and the US, featuring Monte Carlo uncertainty analysis.

    Python

  3. fema-hurricane-maria-aid-equity fema-hurricane-maria-aid-equity Public

    Spatial and statistical analysis of FEMA housing assistance equity in Puerto Rico using weighted vulnerability and destruction models.

    R

  4. chexpert-pathology-classifier chexpert-pathology-classifier Public

    Multi-label deep learning classifier for detecting chest X-ray pathologies with uncertainty-aware training and heatmap visualization.

    Jupyter Notebook

  5. aalgha7 aalgha7 Public

  6. dc-metro-ridership-analysis dc-metro-ridership-analysis Public