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schwp/README.md

Hello! 👋

I’m a student at @EPITA, passionate about Artificial Intelligence, Data Engineering, and the Math behind intelligent systems. I enjoy working on ML models, understanding their inner mechanics, and making data useful.

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  1. yolo-model yolo-model Public

    Implementation and Inference of YOLO models

    C++

  2. autonomous-farm autonomous-farm Public

    Autonomous Farm – Data Engineering Project | Real-time ingestion of field sensor data via Kafka, storage in an S3/minIO instance, alert filtering with Spark, and visualization through a Grafana das…

    Scala

  3. lora-from-scratch lora-from-scratch Public

    Implementation from scratch of LoRA Paper and fine-tuning a model with it for mathematics tasks

    Jupyter Notebook

  4. turtle.cpp turtle.cpp Public

    LLM inference engine for language model like TinyLlaMA, LlaMA 3.2, ...

    C++

  5. fly-little-bird fly-little-bird Public

    Reinforcement Learning Agent to play Flappy Bird - Usage of PyTorch and Deep Q-Network

    Python

  6. cuda-ml-kernels cuda-ml-kernels Public

    GPU Kernels for Machine Learning: Matrix Multiplication (GEMM), Fused Attention, and Softmax

    Cuda