Assaf Pinhasi – Medium

Assaf Pinhasi

A Simple framework for evaluating ML infra and tooling product ideas

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Jun 29

A Simple framework for evaluating ML infra and tooling product ideas

Jun 29

Published in
Feature Stores for ML

Feature pipelines and feature stores — deep dive into system engineering and analytical tradeoffs

Introduction

Dec 8, 2022

Feature pipelines and feature stores — deep dive into system engineering and analytical tradeoffs

Dec 8, 2022

What I’ve learnt about deep work after years of being distracted

What is deep work?

Nov 23, 2022

What I’ve learnt about deep work after years of being distracted

Nov 23, 2022

Published in
Towards Data Science

Spark data pipelines in the cloud

Nov 15, 2022

Spark data pipelines in the cloud

Nov 15, 2022

Published in
Towards Data Science

From raw videos to GAN training — implementing a data pipeline and a lightweight Deep Learning…

Introduction

Oct 20, 2022

From raw videos to GAN training — implementing a data pipeline and a lightweight Deep Learning…

Oct 20, 2022

Published in
Towards Data Science

Deep Lake — an architectural blueprint for managing Deep Learning data at scale — part I

Introduction

Jun 10, 2022

Deep Lake — an architectural blueprint for managing Deep Learning data at scale — part I

Jun 10, 2022

What I’ve learnt from two years of being an expert hands-on technology consultant

What led me here?

Dec 26, 2021

What I’ve learnt from two years of being an expert hands-on technology consultant

Dec 26, 2021

Published in
Towards Data Science

How to run CPU-based Workloads for Deep Learning Using Thousands Of Spot Instances on AWS and GCP…

Deep learning is notorious for consuming large amounts of GPU resources during training. However, there are multiple parts within the Deep…

Jul 26, 2021

How to run CPU-based Workloads for Deep Learning Using Thousands Of Spot Instances on AWS and GCP…

Jul 26, 2021

Published in
PyTorch

A Step by Step Guide to Building A Distributed, Spot-based Training Platform on AWS Using…

This is part II of a two-part series, describing our solution for running distributed training on spot instances using TorchElastic and…

Jun 29, 2021

A Step by Step Guide to Building A Distributed, Spot-based Training Platform on AWS Using…

Jun 29, 2021

Published in
PyTorch

How 3DFY.AI Built a Multi-Cloud, Distributed Training Platform Over Spot Instances with…

Deep Learning development is becoming more and more about minimizing the time from idea to trained model.

Jun 17, 2021

How 3DFY.AI Built a Multi-Cloud, Distributed Training Platform Over Spot Instances with…

Jun 17, 2021

Assaf Pinhasi

Assaf Pinhasi

Machine Learning and Engineering Leader and consultant. https://www.linkedin.com/in/assafpinhasi

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