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Nossari/README.md

👋 Hello, I'm Ryan Nusari

Status

Graduate IT Engineer | Cybersecurity & AI Researcher

🚀 About Me

Passionate about building the future of computing. Founder of RMC (Resonance Manifold Computing), focused on topology and signal processing. I bridge the gap between complex network security and modern AI optimization.

🛠 Tech Stack

🛡️ Cybersecurity & Network

Kali Linux Wireshark MikroTik

🤖 Artificial Intelligence

Python PyTorch LoRA

💻 Software & DevOps

Git Docker VS Code

📈 GitHub Stats

Always curious, constantly learning, and building the future.

🗓️ My Contribution Activity

Contribution Graph

🏆 Top Languages

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  1. Dynamic-Kernel-Projection-Layer Dynamic-Kernel-Projection-Layer Public

    A learnable non-linear Hilbert space projection layer in PyTorch that dynamic-shapes spatial curvature and optimizes RBF kernel parameters via auto-differentiation.

    Python

  2. Geodesic-Rotational-Layer Geodesic-Rotational-Layer Public

    ​A non-Euclidean linear neural network layer that enforces parameter updates via skew-symmetric matrix exponentials to guarantee strict orthogonality and norm-preservation.

    Python

  3. Non-Euclidean-Deep-Learning-Framework Non-Euclidean-Deep-Learning-Framework Public

    Python

  4. RMC-Core RMC-Core Public

    Resonance Manifold Computing (RMC): A topological computing framework for brain-machine synchronization, utilizing geometric convergence and frequency-based resonance stabilization.

    C++

  5. SRKL-Optimizer SRKL-Optimizer Public

    A specialized second-order autograd optimizer implementing dynamic kinetic braking and structural curvature damping to prevent gradient explosion with optimized memory allocation.

    Python

  6. pytorch/pytorch pytorch/pytorch Public

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Python 101k 28.1k