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mnisyif/README.md

Hi there, I'm Murtadha 👋

I'm an AI Systems Engineer and a Computer Engineering MASc candidate. My work primarily focuses on edge-cloud networks, machine learning optimization, and building distributed infrastructure. Rather than just working with data, I enjoy digging into the systems side of things—whether that's benchmarking hardware bottlenecks or orchestrating self-hosted CI/CD pipelines.

Outside of my academic research, I'm a big fan of terminal-based workflows, building fast CLI tools, and continuously tweaking my Neovim setup.

🔗 Links: Website | LinkedIn | Email

🛠️ Languages

Image

🚀 Frameworks & Libraries

Image

⚙️ DevOps, Infrastructure & Tools

Image

🔭 What I'm Working On

  • Researching adaptive semantic image transmission and ML optimization in edge-cloud optical fiber networks.
  • Architecting self-hosted, multi-layered proxy topographies and CI/CD pipelines using Docker, Jenkins, and Nginx.
  • Training reinforcement learning agents in custom DSP audio environments using OpenAI Gym and Stable-Baselines3.

📝 Recent Publications

  • Network-Aware Adaptive Semantic Image Transmission in Edge-Cloud Communications (MECOM 2025, IEEE Xplore)
  • Boosting Edge-to-Cloud Data Transmission Efficiency with Semantic Transcoding (CCECE 2024, IEEE Xplore)

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