Über Özgür
-- What I do --
① I show companies where the usage of data and AI makes sense, which challenges exist and how to overcome them.
② I design and implement modern data architectures and MLOps platforms. This enables my clients to do business intelligence, analytics and AI in production at scale.
③ I develop customized data and AI driven software applications which increase profit and reduce costs and risks. Examples include real time data pipelines, recommender systems and fraud detection.
-- Who I am --
I’m a staff data scientist / data engineer / ml engineer. I have an academic background and hold a PhD in machine learning. With over 10+ years of software development experience I’m able to plan and execute data and AI projects from the ground up as well as lead and grow technical teams.
In the past I have worked for companies like SoundCloud where I have built up large scale machine learning systems which were trained on billions of data points and served hundreds of millions of users. I have been furthermore involved in the founding of several startups.
My second passion is music production. I've been a professional music producer and label owner for over 10 years. As a music producer I’m used to working creatively and innovatively.
Deutsch
Muttersprachlich oder zweisprachig
Englisch
Muttersprachlich oder zweisprachig
Türkisch
Muttersprachlich oder zweisprachig
Vor Ort möglich
Berlin (bis zu 50 km), Köln (bis zu km), Essen (bis zu km), Leipzig (bis zu km), Stuttgart (bis zu km), Dortmund (bis zu km), Hannover (bis zu km), Hamburg (bis zu km), Frankfurt am Main (bis zu km), München (bis zu km), Berlin (bis zu km)
Projekt- und Berufserfahrung
- Co-FounderManaging DirectorSOFTWARE-HERSTELLERJuni 2019 - Heute (7 Jahre)Berlin, Deutschlandnonlinear.ai provides data science services. From ideation up to prototyping and productionizing. Our team has an academic background in machine learning on one hand and more than a decade of experience in professional software development on the other hand.
- Börse Stuttgart digital exchange GmbH (BSDEX)Project Lead DeveloperBANKEN & VERSICHERUNGENAugust 2019 - Februar 2020 (6 Monate)Berlin, DeutschlandBuilt up the data architecture of the crypto exchange platform BSDEX a daughter company of the stock exchange Stuttgart in order to make them a data driven company. Introduces technologies and data processes.
- IdagioProject Lead DeveloperUNTERHALTUNG & FREIZEITJanuar 2018 - September 2018 (8 Monate)Berlin, DeutschlandBuilt Idagio's Music recommender System from scratch. The model is based on "Deep Neural Networks for YouTube Recommendations". The model makes use of raw audio features, metadata as well as collaborative filtering data. The recommender was able to deliver great personalised as well as non-personalised recommendations for classical music pieces.
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Ausbildung und Abschlüsse
- Master of Science (M.Sc.) BioinformaticsFreie Universität Berlin2007
- Doctor of Natural Sciences (Dr. rer. nat.)Freie Universität Berlin2012• Development of a Java based machine learning library (DemPRED) • Application of the DemPRED library on various bioinformatical prediction tasks • Development of new classification, regression, feature selection and clustering algorithms • web services for QSAR prediction tasks