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johnnydevriese/README.md

πŸ‘‹ 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.

  • πŸ”­ Expertise: LLM classification, RAG pipelines, and data-driven solutions for efficiency and safety.
  • πŸ› οΈ 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.

πŸ“« 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