PhD Decentralised Machine Learning

3 maanden geleden


Delft, Nederland Technische Universiteit Delft (TU Delft) Voltijd
PhD Decentralised Machine Learning
36-40 hours per week

Challenge : Developing and building a fully decentralised video search engine.
Change : Eliminating the need for servers when developing machine learning.
Impact : Safe machine learning benefiting billions of users.

Job description
Billions of mobile devices mean unprecedented computing power and a surge in generated data. And whoever owns the data, can build better and more personalised services using machine learning. With all the inherent privacy risks and massive data breaches as a result. At TU Delfts Tribler Lab, we want users to take back control and take Tech Giants out of the equation to drive societal benefits of machine learning. As a PhD candidate you will show the viability of decentralised machine learning. Are you ready for applied research, building an alternative to the likes of YouTube and TikTok that could potentially benefit billions of users?

Although federated learning is a step in the right direction, you will take decentralised machine learning even further, eliminating servers and harnessing the massive computing power available. Your research will be geared to putting the system architecture in place, and you will build a video search engine to show it works. The spadework has been done by the team that has created Tribler . Thanks to well over two million users, you have access to a sizable user base and data. In addition, you will coach master students and participate in relevant communities, possibly even attend and speak at conferences.

Your home base with be our twelve-strong, internationally diverse team of developers, postdocs, PhD candidates, academic staff and ethicist. Embracing the principles of fairness, openness and democracy, we share a mission to transform the Internet into a global brain for the benefit of all mankind. We conduct fully funded and groundbreaking research, covering topics like the digital European passport and the digital euro. Youll be joining a group of peers trained in computer science, which makes for riveting sparring and knowledge sharing. Fostering a highly collaborative and friendly atmosphere, we will give you all the support you need to develop and grow.

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