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nkermani/README.md

Nathan Kermani

Machine Learning Engineer
Focus: Computer Vision / AI Systems / Model Optimization
Status: Seeking 2026 Internship Opportunities

LinkedIn / Email


🛠 Operational Stack

DomainTechnologies
Deep LearningPyTorch, TensorFlow, HuggingFace, JAX
Computer VisionOpenCV, YOLO, MediaPipe, TorchVision
AI SystemsLangChain, Vector DBs (Chroma/Pinecone), RAG
EngineeringPython, C++, C, Rust, Docker, Linux, Git

🚀 Featured Research & Development

Currently focusing on high-performance Computer Vision and RAG architectures. Selective projects will be published upon completion.


📊 Technical Interests

  • Computer Vision: Deep Dive into Vision Transformers (ViTs) and zero-shot detection.
  • AI Efficiency: Model quantization (INT8/FP16) and edge deployment.
  • Systems: MLOps pipelines and distributed training architectures.

Pinned Loading

  1. ft_transcendenceft_transcendencePublic

    Forked from ludmattern/ft_transcendence

    JavaScript 1

  2. korean-flashcardskorean-flashcardsPublic

    A lightweight app to generate, study and export Korean vocabulary flashcards. Uses the Mistral SDK client for AI-assisted flashcard generation, FastAPI for the backend, and a Tkinter desktop GUI.

    Python 1

  3. 42A_matrix42A_matrixPublic

    42 matrix project

    Rust