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I am currently a Staff Machine Learning Engineer at GitHub. Previously, I was a machine learning engineer at [Airbnb](https://www.airbnb.com/) and [DataRobot](https://www.datarobot.com/). Prior to that, I was a management consultant.
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Recently, I led the development of [fastpages](https://github.com/fastai/fastpages) with the [fastai](https://www.fast.ai/) community. I also led GitHub's [CodeSearchNet](https://github.com/github/codesearchnet) project, and am a contributor to Kubeflow.
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Recently, I led the development of [fastpages](https://github.com/fastai/fastpages) with the [fastai](https://www.fast.ai/) community. I also led GitHub's [CodeSearchNet](https://github.com/github/codesearchnet) project, and am a contributor to Kubeflow.
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Throughout my history as a data scientist, I have been most frustrated by the lack of tools and infrastructure for machine learning. While there are many devops and other automation tools that serve mainstream software development (i.e. deploying a website), many do not fit the use case of machine learning very well.
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This led me to develop a keen interest in creating tools that can mimize toil for data scientists, and make the process of prototyping, developing, scaling, testing and measuring data products easier.
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Throughout my history as a data scientist, I have been most frustrated by the lack of tools and infrastructure for machine learning. This led me to develop a keen interest in creating tools that can mimize toil for data scientists.
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You can find more information on my other projects and interests on [my page](http://hamel.io/).
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