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daddydrac/README.md

💫 About Me:

I'm a software engineer focused on building scalable, composable systems that combine modern backend frameworks, functional programming, and containerized infrastructure. I specialize in semantic knowledge graph engineering using RDF, OWL, and SPARQL to transform unstructured data into machine-interpretable ontologies. My work blends AI integration, automated data pipelines, and reproducible data science workflows, building custom deep learning models in PyTorch, emphasizing modular code that teams can extend collaboratively. As a technical leader, I drive architecture, mentor engineers, and ensure projects align with performance, and domain semantics. I'm especially passionate about using ontologies and structured reasoning to enable explainable, interoperable systems at enterprise and national scale.

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  1. Deep-Learning-UltraDeep-Learning-UltraPublic

    Open source Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in PyTorch, OpenCV (compiled for GPU), TensorFlow 2 for GPU, PyG and NVIDIA RAPIDS

    Jupyter Notebook 86 10

  2. Dark-ChocolateDark-ChocolatePublic

    Transfer COCO data set annotations to Darknet YOLO annotations format. Hence, Dark(net) Chocolate(COCO)!

    Python 34 3

  3. full-stack-flask-react-kubernetesfull-stack-flask-react-kubernetesPublic

    Deploy a Flask-based microservice (along with Postgres and React) to a Kubernetes cluster

    Python 18 4

  4. Automated-Flask-API-InstallerAutomated-Flask-API-InstallerPublic

    Automated install of auth, PostgresSQL, VueJS front end and Flask in Docker or Docker swarm

    Python 6 1

  5. Machine-Learning-for-Industrial-IoT-ApplicationsMachine-Learning-for-Industrial-IoT-ApplicationsPublic

    Machine Learning for Industrial IoT Applications: Predict how long a part will work before performance degrades Perect for 5G cell phone towers, mining, aerospace, large/heavy equipment, farming, a…

    Jupyter Notebook 38 11

  6. -deprecated-NVIDIA-GPU-Tensor-Core-Accelerator-PyTorch-OpenCV-deprecated-NVIDIA-GPU-Tensor-Core-Accelerator-PyTorch-OpenCVPublic

    Computer vision container that includes Jupyter notebooks with built-in code hinting, Anaconda, CUDA 11.8, TensorRT inference accelerator for Tensor cores, CuPy (GPU drop in replacement for Numpy),…

    Jupyter Notebook 156 22