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📰 Dev.to · Austin Deyan

4 articles · Updated every 3 hours · View all reads

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Zero-to-Scale ML: Deploying ONNX Models on Kubernetes with FastAPI and HPA
Dev.to · Austin Deyan 6mo ago
Zero-to-Scale ML: Deploying ONNX Models on Kubernetes with FastAPI and HPA
The path to scalable ML deployment requires high-performance APIs and robust orchestration. This post...
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Serverless Deep Learning: From Notebook to Production with AWS Lambda
Dev.to · Austin Deyan 6mo ago
Serverless Deep Learning: From Notebook to Production with AWS Lambda
Training a model in a Jupyter Notebook is satisfying. But deploying it? That's where the headaches...
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PyTorch in Practice: Engineering a Custom CNN for Hair Texture Classification
Dev.to · Austin Deyan 6mo ago
PyTorch in Practice: Engineering a Custom CNN for Hair Texture Classification
In the current landscape of Computer Vision, the default move is often Transfer Learning—taking a...
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🌾 How I Built & Deployed a Crop Yield Prediction API in the Cloud
Dev.to · Austin Deyan 7mo ago
🌾 How I Built & Deployed a Crop Yield Prediction API in the Cloud
Hey devs! 👋 I just wrapped up a super interesting project and wanted to share the entire...
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