Über Tobias
I am a machine learning consultant helping companies with their machine learning and data science projects.
- From identifying impactful use cases where machine learning can be applied, to solutioning, data collection and implementation of a successful data driven solution.
- I can share knowledge and best practices obtained through my work on various computer vision and text analysis applications.
- I value impact over hype, looking for the solution that provides the best fit for a problem at hand.
- I hold a PhD in computer vision, having published several papers at top-tier conferences.
I have expertise in many computer vision, text analytics and core machine learning tasks, such as:
- Object detection and tracking
- Visual search
- Image restoration
- Text classification and entity recognition
- Text generation and translation
- Recommender systems
With my expertise I can support various use cases, examples being:
- In research: Analysis and characterization of visual measurements.
- In customer support: Automatic routing of customer inquiries to quality experts to reduce manual overhead, automatic question answering from an existing knowledge base to reduce service time.
- In market intelligence: Automatic categorization of news and events according to business relevance to maintain strategic oversight of market conditions.
Deutsch
Muttersprachlich oder zweisprachig
Englisch
Konversationssicher
Nur remote
Führt Projekte hauptsächlich remote aus
Projekt- und Berufserfahrung
- Merck KGaASenior Data ScientistPHARMAZEUTISCHE INDUSTRIESeptember 2020 - Heute (5 Jahre und 11 Monate)Darmstadt, GermanyApplying deep academic expertise in machine learning, especially deep learning, to create new digital products and data-driven solutions for internal commercial, regulatory and R&D groups. My main focus is on advanced computer vision and NLP methods.
- Merck KGaAData Scientist, Life SciencePHARMAZEUTISCHE INDUSTRIEMai 2019 - September 2020 (1 Jahr und 4 Monate)Darmstadt, Germany
- TU DarmstadtPHD StudentFORSCHUNGApril 2014 - April 2019 (5 Jahre)Darmstadt, GermanyResearch in computer vision, image restoration and machine learning Worked on deep learning, generative models (GAN, auto regressive models, ...), variational inference, data acquisition, and much more Teaching assistance Supervision of student assistants and theses
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Ausbildung und Abschlüsse
- Master of ScienceTechnische Universität Darmstadt2014Master of Science (M.Sc.), Computer Science
- Bachelor of ScienceTechnische Universität Darmstadt2011Bachelor of Science (B.Sc.), Computer Science