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Skills
I work in the overlapping field of Data Science / Machine Learning Engineering / Data Engineering and have special interest in:
1) Full data pipeline implementation incl. ML model optimisation:
problem and architecture design, ETL pipeline implementation, Feature Engineering, Model selection, training, optimisation and evaluation, deployment and automatisation
2) Business Analytics and Data Products
Data driven business, data-oriented products, data-centered business models
Machine Learning, Analytics, search engine, backend, algorithms, Scala, Spark, raw data, Interactive Brokers, stream processing, RabbitMQ, feature engineering, docker, data storage, Programming, Python, AWS, Linux Shell, Javascript, Data Pandas, Scikit-learn, SQL, Gradient Boosted Trees, Shap, Bayesian statistics, Deep Learning, Time Series
Projekthistorie
10/2018
-
bis jetzt
Senior Data Scientist & Machine Learning Engineer
Babbel
(Internet und Informationstechnologie, 500-1000 Mitarbeiter)
Design, implementation, evaluation and automation of deployable Machine Learning Systems in the field of Analytics and Product Data Solutions within a six-person team, including stakeholder communication.
06/2017
-
10/2018
CTO tasks in a preseed startup
KnowNet
Development of a search engine for personal knowledge management. Design and implementation
of the software systems (backend, data pipes, machine learning algorithms). Contributions
to the business model. Application for the EXIST startup business grant.
11/2016
-
05/2017
Data Engineer / Consultant
Deloitte Analytics Institute Berlin
(Internet und Informationstechnologie, 50-250 Mitarbeiter)
Architecture and implementation of a data streaming application, using Scala, Spark and Kafka. Consulting for the client.
Reisebereitschaft
Verfügbar in den Ländern
Deutschland
Travelling is an option
Senior Data Scientist & Machine Learning Engineer Freelancer
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