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dnth/README.md

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👨‍💻 About Me

I wrangle deep learning models so you don’t have to. I help companies design end-to-end deep learning solutions and deploy them into production.

🛠️ Tech Stack

Deep Learning Frameworks

fastai Keras PyTorch TensorFlow

Hyperparameter Optimization

Optuna NNI Hyperopt

Experiment Management

Weights & Biases Comet ML TensorBoard

Model Deployment

OpenVINO TensorRT ONNX TensorFlow Lite DeepSparse BentoML

Hardware

Arduino Raspberry Pi Intel Neural Compute Stick Google Coral

Software Engineering

Git Jupyter VS Code Docker

Data

Apache Spark Firebase Grafana InfluxDB CVAT Label Studio PostgreSQL DVC

Frontend

Flutter Kivy Gradio Streamlit

📞 Connect with me

GitHub LinkedIn X YouTube Google Scholar ResearchGate Personal Website

❤️ Support Me

If you find my work helpful, consider supporting me to keep creating valuable content:

Buy Me A Coffee

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  1. yolov5-deepsparse-blogpost yolov5-deepsparse-blogpost Public

    By the end of this post, you will learn how to: Train a SOTA YOLOv5 model on your own data. Sparsify the model using SparseML quantization aware training, sparse transfer learning, and one-shot qua…

    Jupyter Notebook 54 13

  2. timm-flutter-pytorch-lite-blogpost timm-flutter-pytorch-lite-blogpost Public

    PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.

    Jupyter Notebook 41 4

  3. huggingface-timm-mobile-blogpost huggingface-timm-mobile-blogpost Public

    Bringing High-Quality Image Models to Mobile: Hugging Face TIMM Meets Android & iOS

    Dart 4 4

  4. postgresql-multimodal-retrieval postgresql-multimodal-retrieval Public

    Vector/Hybrid Search & Retrieval on PostgreSQL database using Vision Language Model.

    Jupyter Notebook 3

  5. self-supervised-timm self-supervised-timm Public

    Adapt TIMM backbone to your custom dataset with self-supervised learning in fastai

    Jupyter Notebook

  6. bentoml-model-chaining bentoml-model-chaining Public

    Chain multiple models together using BentoML. Run inference with an API endpoint. Deploy anywhere Docker runs.

    Python