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Darth-Kronos/README.md

Purushothaman Saravanan | Darth Kronos

Greetings! I’m Purushothaman, an AI enthusiast with a passion for accelerating the entire AI pipeline, from training to inference. My enthusiasm extends to on-device AI and distributed training paradigms. I firmly believe in the power of decentralization, where every device contributes to AI training, fostering a more inclusive and scalable AI ecosystem. From fine-tuning machine learning models for computer vision to optimizing large language models, I find joy in pushing the boundaries of AI deployment strategies. Join me on this exhilarating journey as we harness the potential of AI acceleration, paving the way for smarter, more efficient technologies that seamlessly integrate into our everyday lives.

Skills

  • Python
  • PyTorch
  • MLflow
  • Prefect
  • Terraform
  • TensorRT
  • Docker
  • AWS

Connect with me

Pinned Loading

  1. trt-custom-plugins trt-custom-plugins Public

    TensorRT plugins for custom operators

    C++ 2

  2. PIDNet_TensorRT PIDNet_TensorRT Public

    TensorRT implementation for PIDNet

    Python 11 2

  3. LLM-Chatbot-AWS LLM-Chatbot-AWS Public

    Deploying a LLM agent using AWS SageMaker and AWS Lambda

  4. mlops-101 mlops-101 Public

    Python

  5. Spectrum-Sensing Spectrum-Sensing Public

    Using signal processing based features to train and validate machine-learning algorithms to improve spectrum sensing and related problems in cognitive radios.

    Jupyter Notebook 46 19

  6. Image-manipulation-CVAE Image-manipulation-CVAE Public

    Using conditional variational autoencoders to manipulate the images

    Jupyter Notebook 4