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johnnydevriese/README.md

👋 Hi, I'm Johnny Devriese, an Senior AI Engineer. 🤠

I build and deploy intelligent systems that solve real-world problems. I'm passionate about taking an idea from a prototype to a fully-deployed system.

  • 🔭 Expertise: LLM classification, RAG pipelines, and data-driven solutions for efficiency and safety.
  • 🛠️ Stack: Python (PyTorch, Polars/Pandas, scikit-learn), Rust, JavaScript. I'm skilled with AWS services like Bedrock, SageMaker, Glue, and Kinesis, and tools like k8s and Docker.

📫 Let's connect! You can find me on LinkedIn or email me at username22 on gmail.

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  1. health_rag health_rag Public

    FastAPI based RAG system for Q&A on Medicare

    Jupyter Notebook

  2. aupa aupa Public

    AUPA: DINOv2-to-LiDAR Knowledge Distillation

    Python

  3. thinklab-gemma-jax thinklab-gemma-jax Public

    LLM reasoning techniques with Gemma 3 and JAX - inference scaling, chain-of-thought, self-consistency. A JAX/Gemma port of Sebastian Raschka's 'Build a Reasoning Model (From Scratch)'

    Python

  4. llama31_prompt_guard_rs llama31_prompt_guard_rs Public

    Llama 3.1 Prompt Guard 86M with Rust and ONNX runtime

    Rust 2

  5. machine_learning machine_learning Public

    Repo of resources for learning Machine Learning

    Jupyter Notebook

  6. cs231n cs231n Public

    Stanford CS231n Spring 2022

    1