In this episode, Dave chats with Francesco Pochetti, Senior Machine Language

Engineer at Bolt, and an AWS Machine Learning Hero. Francesco covers his career start as a

chemist, his journey into a career of Data Science, and how Computer Vision technology is

handling some of the most difficult Machine Learning problems today.

Francesco on Twitter: https://twitter.com/Fra_Pochetti

Dave on Twitter: https://twitter.com/thedavedev

Francesco’s Website: https://francescopochetti.com/

Francesco’s LinkedIn: https://www.linkedin.com/in/francescopochetti/

Francesco’s GitHub: https://github.com/FraPochetti

[BLOG] Blurry faces: Training, Optimizing and Deploying a segmentation model on Amazon

SageMaker with NVIDIA TensorRT and NVIDIA Triton:

https://francescopochetti.com/blurry-faces-a-journey-from-training-a-segmentation-model-to-deploying-tensorrt-to-nvidia-triton-on-amazon-sagemaker/

[BLOG] Machine Learning and Developing inside a Docker Container in Visual Studio Code:

https://francescopochetti.com/developing-inside-a-docker-container-in-visual-studio-code/

[BLOG] Deploying a Fashion-MNIST web app with Flask and Docker:

https://francescopochetti.com/deploying-a-fashion-mnist-web-app-with-flask-and-docker/

[BLOG] IceVision meets AWS: detect LaTeX symbols in handwritten math and deploy with Docker

on Lambda:

https://francescopochetti.com/icevision-meets-aws-detect-latex-symbols-in-handwritten-math-and-deploy-with-docker-on-lambda/

[DOCS] Amazon Rekognition: https://aws.amazon.com/rekognition/

[DOCS] Amazon SageMaker: https://aws.amazon.com/sagemaker/

[DOCS] Amazon Textract: https://aws.amazon.com/textract/

[DOCS] Deploy fast and scalable AI with NVIDIA Triton Inference Server in Amazon SageMaker:

https://aws.amazon.com/blogs/machine-learning/deploy-fast-and-scalable-ai-with-nvidia-triton-inference-server-in-amazon-sagemaker/

[GIT] Nvidia Triton Inference Server:

https://github.com/triton-inference-server/server/

[GIT] Blurry faces: Training, Optimizing and Deploying a segmentation model on Amazon

SageMaker with NVIDIA TensorRT and NVIDIA Triton:

https://github.com/FraPochetti/KagglePlaygrounds/tree/master/triton_nvidia_blurry_faces

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