data-science and research consultant
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- 08023 Barcelona
- Weltweit
- de | en | es
- 15.08.2023
Kurzvorstellung
Qualifikationen
Projekt‐ & Berufserfahrung
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, Statistik (allg.)
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.), Online Marketing (allg.), Python, Sport-/Fitnesstraining, 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, Nanotechnik / Nanotechnologie, Statistik (allg.), 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), Statistik (allg.)
7/2002 – 12/2004
TätigkeitsbeschreibungDNA Sequenzierung, Zellkutlur Screenings und Roboterprogramierung
Eingesetzte QualifikationenBiologie, Funktionale Programmierung
Zertifikate
Ausbildung
Barcelona
Jena
Dresden
Über mich
20 years of solving real world problems in biotech, sports, trading or nuclear fusion.
Currently, I develop algorithms for scientific modeling and dimensionality reduction of nuclear fusion reactors, in both cases I increased the speed and quality of the analysis. At nx-swim I developed an AI powered swim training IoT and AI for biomechanics analysis and coaching. Before, I built a drug screening platform and data analysis software and investigated regenerative processes in animals. I believe in a carbon-neutral society and keep updated about clean energy production, space and mobility, nuclear fusion and hydrogen.
Overall, I like new challenges and to build technology that clients love and recommend.
If this sounds interesting to you, please have a look at my curriculum, you will not be disappointed.
Persönliche Daten
- Deutsch (Muttersprache)
- Englisch (Fließend)
- Spanisch (Fließend)
- Katalanisch (Gut)
- Europäische Union
- Schweiz
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