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Austin Deyan

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How I Built a Full-Stack ML App (and Fixed a 3GB Docker Image) 🐳

How I Built a Full-Stack ML App (and Fixed a 3GB Docker Image) 🐳

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3 min read

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Zero-to-Scale ML: Deploying ONNX Models on Kubernetes with FastAPI and HPA

Zero-to-Scale ML: Deploying ONNX Models on Kubernetes with FastAPI and HPA

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2 min read
Serverless Deep Learning: From Notebook to Production with AWS Lambda

Serverless Deep Learning: From Notebook to Production with AWS Lambda

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1 min read
PyTorch in Practice: Engineering a Custom CNN for Hair Texture Classification

PyTorch in Practice: Engineering a Custom CNN for Hair Texture Classification

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3 min read
🌾 How I Built & Deployed a Crop Yield Prediction API in the Cloud

🌾 How I Built & Deployed a Crop Yield Prediction API in the Cloud

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