data-science and research consultant
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- 08023 Barcelona
- Weltweit
- de | en | es
- 20.12.2024
Kurzvorstellung
Qualifikationen
Projekt‐ & Berufserfahrung
6/2024 – 10/2024
Tätigkeitsbeschreibungsmall data science projects for multiple clients in architecture (McNeel) and optimizations and simulations (plasma-physics).
Eingesetzte QualifikationenData Science, Physik, Computerprogrammierung, Architektur (allg.)
1/2024 – offen
Tätigkeitsbeschreibung
end-to-end data-science pipelines for clients in health-care, whole-sales and logistics.
- optimization of health care and disease simulators.
- dynamic pricing
- optimization of logistic chains
The projects include data-preperation, mathematical formulation and models, machine-learning solutions, data engineering, testing and deployment of code.
Work in multifunctional teams and communication with customers and presentations and workshops.
Data Science, Mathematik, Statistiken, Logistik (Allg.), Datenanalyse, Machine Learning Engineer, Git, Python, Computerprogrammierung, Microsoft Azure, Biotechnologie, Marketing
1/2023 – 5/2023
TätigkeitsbeschreibungImprovement of optimization algorithms for the companies scientific modeling and bayesian inference engine. Java, Python
Eingesetzte QualifikationenJava (allg.), Maschinelles Lernen, Python, Statistiken
9/2021 – 12/2022
Tätigkeitsbeschreibung
-Machine learning algorithms for automated and fast discovery of the intrinsic dimensionality of fusion reactor data and compression. Deploy scripts to cloud environment.
-Research and engineering of data from different fusion-reactors (modes). R, Python
Big Data, Cloud Computing, Data Mining, Data Science, Python, Responsive Webdesign
7/2014 – 12/2021
Tätigkeitsbeschreibung
-Development of the worldwide first IoT for analysis and coaching of swimming.
-Prototypes of swim-belt, sensors, electronics, 3D printed box, cloud, app.
Data collection of swimmers, time-series analysis and swim error prediction. R, Python
-Development of a static swim coaching methodology for swimming faster and effortless.
-Marketing, sales, fundraising from 300 clients (4.8/5), kickstarter, private & public equity.
Big Data, Business Intelligence (BI), Data Mining, Data Science, Finanzierung, Java (allg.), Digital Marketing, Python, Fitness Training, Webdesign
7/2011 – 7/2014
Tätigkeitsbeschreibung
-Development of hardware, test protocols and data-analysis software for automized tracking of swimming, breathing & heart activity of tadpoles.
-Synthesis, purification and validation of compounds (chemistry, chromatography, mass-spec)
-Automated video recording, video analysis and feature extraction & quantification. Java, R
Bildverarbeitung, Biologie, Biotechnologie, Data Science, Nanotechnologie, Statistiken, Videotechnik
1/2005 – 6/2011
Tätigkeitsbeschreibung
- Identification and in-vivo/in-vitro analysis of regeneration related genes with cells, flies and flatworms using different biological and molecular-biological methods and lab technologies.
-Investigate genes in flatworms with in-situs, antibodies, clonings, RNAi, laser microscopes.
-Find genes with DNA-microarrays and big-data analysis and statistics with R, Perl.
Big Data, Bildverarbeitung, Biologie, Biotechnologie, Data Mining, R (Programmiersprache), Statistiken
7/2002 – 12/2004
TätigkeitsbeschreibungDNA Sequenzierung, Zellkutlur Screenings und Roboterprogramierung
Eingesetzte QualifikationenBiologie, Funktionale Programmierung
Zertifikate
Ausbildung
Barcelona
Jena
Dresden
Über mich
My name is K. E.. I am a specialist in data and AI-driven R&D projects, and I would like to introduce myself.
I am passionate about technological innovation and data, and I believe that the simple solutions are often the better ones. I am drawn to solve difficult problems with analytical methods and large datasets. Persistently immersing myself in numbers and new topics is as much a part of me as efficient experimentation, programming, and result-oriented communication.
I have over 25 years of experience in consultancy, academia and industry. As a senior data scientist, I currently develop mathematical models and machine learning solutions for simulations, dynamic pricing and logistics. At the Wendelstein 7-X nuclear fusion reactor I helped build engines for automated scientific modelling and optimization of a bayesian inference engine. At NX-SWIM, I developed an AI-powered swim training IoT system for biomechanics analysis and swim coaching. Other accomplishments include computer-vision drug screening platforms and the identification of novel genes involved in animal regeneration.
I keep updated on clean energy production, space and mobility, nuclear fusion and cutting-edge sports technology.
I thrive on new challenges and enjoy building solutions clients love and recommend.
If this interests you, please look at my CV—you will not be disappointed.
Persönliche Daten
- Deutsch (Muttersprache)
- Englisch (Fließend)
- Spanisch (Fließend)
- Katalanisch (Gut)
- Europäische Union
- Schweiz
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