Juraj Sekereš-Python Software Developer and Data Scientist
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Experience
Python 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
Postdoctoral Research Fellow
Laboratory of Integrative Structural Biology, Institute of Experimental Botany, Czech Academy of Sciences
- 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
Data Scientist Trainee
Practicum by Yandex
- 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
Postdoctoral Research Fellow
Laboratory of Cell Adhesion, Weizmann Institute of Science
Visiting Scientist
Laboratory of Cell Adhesion, Weizmann Institute of Science
Junior Software Developer (Java and Spring)
Ness Digital Engineering
Postdoctoral Research Fellow
Laboratory of Cell Biology, Institute of Experimental Botany, Czech Academy of Sciences
Junior Software Developer Trainee
Green Fox Academy
Postdoctoral Research Fellow
Laboratory of Cell Biology, Institute of Experimental Botany, Czech Academy of Sciences
Predoctoral Research Fellow
Laboratory of Cell Biology, Institute of Experimental Botany, Czech Academy of Sciences
Predoctoral Research Fellow
Laboratory of Cell Morphogenesis, Charles University in Prague, Faculty of Science
Industry Experience
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Experienced in Biotechnology, Education, and Information Technology.
Business Area Experience
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Experienced in Research and Development, Information Technology, and Product Development.
Skills
- Python
- Sql
- Java
- Pandas
- Numpy
- Scipy
- Matplotlib, Seaborn, Plotly
- Scikit-Learn, Tensorflow
- Raspberry Pi, Gpiozero
- Git
- Javascript
- Django, Flask, Spring, React
- Object-Relational Mapping
- Spring Mvc, Django Mtv
- Restful Web Services, Rest Api
- Layered Software Architecture
- Design Patterns
- Postman
- Jupyter Notebook
- Unit And Integration Testing
- Intellij Idea, Pycharm, Vs Studio Code
- Scrum
- Jira
- Web Hosting (Heroku, Ci/Cd)
Languages
Education
Charles University in Prague, Faculty of Science
PhD · Plant Molecular and Cell Biology · Prague, Czech Republic
Charles University in Prague, Faculty of Science
Mgr., summa cum laude · Cell and Developmental Biology · Prague, Czech Republic
Charles University in Prague, Faculty of Science
Bc., summa cum laude · Molecular Biology and Biochemistry · Prague, Czech Republic
Statistics
Experience
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Qualifications
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