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tarek-debug/README.md

๐Ÿ‘‹ Welcome to Tarek Alsolame's GitHub

Hello! I'm Tarek Alsolame, a passionate technologist, problem solver, and lifelong learner on a mission to merge my creativity and technical expertise to build meaningful, impactful solutions. My journey spans diverse challenges and triumphs, reflecting resilience and ambition. Here, you'll find a mix of innovative projects, open-source contributions, and personal experiments that showcase my love for technology and continuous growth.


๐Ÿš€ About Me

๐ŸŒŸ Quick Highlights:

  • Senior Undergraduate pursuing Computer Science with a minor in Chinese Language.
  • Enthusiast of AI/ML, Cybersecurity, and Dynamic Graphs.
  • Experienced in Python, JavaScript, and leveraging diffusion models for innovative projects.
  • Driven by curiosity, blending creativity and technical depth to tackle real-world problems.

๐Ÿ“– A Glimpse Into My Journey:

  • Ambitious Learner: My projects reflect my deep interest in exploring cutting-edge technology, from creating AI models inspired by the human brain to blending language models with classical Arabic poetry.
  • Resilient Problem-Solver: Born a refugee, I've faced challenges that have fueled my determination to not only survive but thrive.
  • Explorer: I'm an avid climber (bouldering 5.11, V5), bodybuilder, and lover of creative storytelling through writing.
  • Languages: Fluent in Arabic, English, and actively learning Chinese.

๐Ÿ› ๏ธ My Tech Stack:

Languages & Frameworks:

  • Languages: Python, JavaScript, C, Bash
  • Frameworks: PyTorch, TensorFlow, FastAPI
  • Web Development: HTML, CSS, Node.js
  • Cloud & Virtualization: AWS (EC2), Docker, WSL

Tools & Platforms:

  • Dev Tools: Git, VS Code, Linux CLI, WandB
  • Specialized Knowledge: Diffusion Models, Graph Neural Networks, Cybersecurity Practices

Certifications:

  • Practical Introduction to Quantum-Safe Cryptography
  • (In Progress) CompTIA Security+

๐ŸŒŒ Featured Projects

AI Mind: Human Brain-Inspired Modeling (In progress)

  • Exploring AI-based modeling to mimic human brain functionality, including thinking, feeling, and decision-making.
  • Integrates subconscious and conscious processing using innovative AI architectures.

Dynamic Graphs and Diffusion Models(In progress)

  • Senior project focused on modeling, detecting, and mitigating network attacks in dynamic graph structures.
  • Utilizes state-of-the-art diffusion models for creating adaptive and scalable solutions.
  • Research paper co-authored to forecast short-term coronal hole activity using a multi-head CNN-LSTM model.
  • Leveraged Solar Dynamics Observatory (SDO) dataset to predict solar surface ratio covered by coronal holes.
  • Improved predictive performance by 34% in MSE and 27% in MAE compared to baseline models.
  • Contributes to space weather forecasting and preparedness.
  • Combines transformers and diffusion models to reimagine modern Arabic poetry in polished Classical Arabic verse.
  • Mission: To make this project fully open-source, honoring the beauty of poetry without monetization.

GitHub Open-Source Contributions

  • Actively contributing to projects that align with my passion for AI/ML, cybersecurity, and linguistics.

๐ŸŒฑ What Drives Me

  1. Ambitions as Refuge: My ambitions are more than goals; they are my sanctuary, my way to ensure a meaningful life for myself and my loved ones.
  2. Duality of Growth: Balancing technical excellence with a heart for creativity and storytelling.
  3. Legacy of Impact: Building solutions that bridge worldsโ€”be it between technology and poetry, or people and opportunities.

๐Ÿ“ซ Let's Connect


๐Ÿ’ก Fun Facts

  • I love video games, drawing parallels between leveling up in games and life.
  • Passionate about building not just code but also fictional worlds for novels.
  • I believe in creating backup plans for my backup plansโ€”be it in coding, climbing, or chess.

Thank you for stopping by! Whether you're here to collaborate, explore, or connect, feel free to reach out. Let's build something amazing together!

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