Experience
Experienced Data Scientist and Engineer, focusing on delivering end-to-end data and machine learning solutions to stakeholders and customers.
Data Science & ML
I already delivered Data Science and Engineering projects in various areas. From building python libraries for aggregating and analyzing power plant data to bringing Computer Vision models in production.
Cloud & Deployment
I can utilize a range of technologies to deliver Data Science and Machine Learning projects on different cloud platforms. This includes data streaming, webapp/model hosting or build/deployment processes.
Web Development
Recently I started exploring web development, advancing from simple streamlit apps to Flask based applications. In addition I learnt a lot by building my own website on tailwindcss and javascript.
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Data Scientist
CurrentWien Energie
Leading cloud transformation and data science projects. Integration of data solutions into power plant operations.
- Project lead of cloud transformation project: Migrating data streaming pipelines for powet plant operations from on-premises to Microsoft Azure.
- Development of a Python library to access, aggregate and analyze power plant data to provide seamless access to data and analytics tools for stakeholders across teams.
- Development of boosted decision tree model to classify maintenance activities into 70 distinct categories, substantially reducing manual labeling.
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Senior Data Science Consultant
Ernst & Young
Promotion to Senior Consultant with more project lead responsibilities.
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Data Science Consultant
End-to-end machine learning projects: Definition of requirements with business stakeholders, developing, testing, deploying and monitoring machine learning and data science solutions in Python.
- Implementation of an OpenAI chatbot Retrieval-Augmented-Generation solution on knowledge base in Microsoft Azure.
- Development of a deep learning computer vision model for classification and object detection in the construction industry.
- Formulation of AI strategy and governance for a large company in the energy sector.
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PhD Researcher
Universität Wien
PhD researcher in the von Lilienfeld group. Working on improving machine learning methods in quantum chemistry.
- Improvement of existing kernel ridge regression and convolutional neural networks models using molecular descriptors.
- Implementation of optimization models for molecular systems.
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Research intern
Started as research intern in the von Lilienfeld computational physics group.