Juraj S.
Python Software Developer and Data Scientist
Experience
Nov 2023 - Present
2 years 1 monthPython Software Developer and Data Scientist
EKOLA group, spol. s.r.o.
- Development of web applications (back-end in Python with Flask/Django, front-end development in JavaScript with React)
- Acoustic data analysis using Python libraries (Pandas, data visualization libraries, Sci-kit learn, Tensorflow)
- Data processing from integrated sensors based on Raspberry Pi
Jan 2022 - Jan 2023
1 year 1 monthPostdoctoral Research Fellow
Laboratory of Integrative Structural Biology, Institute of Experimental Botany, Czech Academy of Sciences
- Worked on a project focused on computational structural biology
- Protein structure prediction using AlphaFold2
- Molecular dynamics simulations using GROMACS
- Extensive use and writing of Python scripts
- Advanced microscopy with image analysis using Python, Pandas and Scikit-learn
Oct 2021 - Dec 2021
3 monthsData Scientist Trainee
Practicum by Yandex
- Intense full-time (9-18 h) course in data analysis and data science covering the following areas and skills:
- Python programming language, frameworks and libraries for data analysis, mathematical functions and visualizations (Pandas, Numpy, Scipy, Matplotlib, Seaborn)
- Data preprocessing, exploratory data analysis, statistical data analysis
- Data collection and storage: retrieving data from online resources, databases, SQL
- Business analysis metrics, A/B tests
- Basic machine learning with Python: Scikit-learn library, model quality validation, random tree, random forest, linear regression, logistic regression
- Linear algebra, matrix operations, numerical methods (gradient descent and boosting), time series analysis and forecasting
- Machine learning for texts (text vectorization, language representations), computer vision (fully connected networks, convolutional networks), unsupervised learning
Jun 2020 - Sep 2021
1 year 4 monthsRehovot, Israel
Postdoctoral Research Fellow
Laboratory of Cell Adhesion, Weizmann Institute of Science
Mar 2020 - May 2020
3 monthsRehovot, Israel
Visiting Scientist
Laboratory of Cell Adhesion, Weizmann Institute of Science
Nov 2019 - Feb 2020
4 monthsJunior Software Developer (Java and Spring)
Ness Digital Engineering
Sep 2019 - Oct 2019
2 monthsPostdoctoral Research Fellow
Laboratory of Cell Biology, Institute of Experimental Botany, Czech Academy of Sciences
Apr 2019 - Sep 2019
6 monthsJunior Software Developer Trainee
Green Fox Academy
Oct 2018 - Mar 2019
6 monthsPostdoctoral Research Fellow
Laboratory of Cell Biology, Institute of Experimental Botany, Czech Academy of Sciences
Oct 2014 - Oct 2018
4 years 1 monthPredoctoral Research Fellow
Laboratory of Cell Biology, Institute of Experimental Botany, Czech Academy of Sciences
Oct 2011 - Oct 2014
3 years 1 monthPredoctoral Research Fellow
Laboratory of Cell Morphogenesis, Charles University in Prague, Faculty of Science
Languages
Czech
NativeSlovak
NativeEnglish
AdvancedGerman
ElementaryEducation
Oct 2011 - Oct 2018
Charles University in Prague, Faculty of Science
PhD · Plant Molecular and Cell Biology · Prague, Czech Republic
Oct 2009 - Oct 2011
Charles University in Prague, Faculty of Science
Mgr. · Cell and Developmental Biology · Prague, Czech Republic
Oct 2006 - Oct 2009
Charles University in Prague, Faculty of Science
Bc. · Molecular Biology and Biochemistry · Prague, Czech Republic
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