Juraj S. - Python Software Developer and Data Scientist | FRATCH

en
de

Czech Republic

Experience

Nov 2023 - Present

2 years 2 months

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

Jan 2022 - Jan 2023

1 year 1 month

Postdoctoral 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 months

Data 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 months

Rehovot, Israel

Postdoctoral Research Fellow

Laboratory of Cell Adhesion, Weizmann Institute of Science

Mar 2020 - May 2020

3 months

Rehovot, Israel

Visiting Scientist

Laboratory of Cell Adhesion, Weizmann Institute of Science

Nov 2019 - Feb 2020

4 months

Junior Software Developer (Java and Spring)

Ness Digital Engineering

Sep 2019 - Oct 2019

2 months

Postdoctoral Research Fellow

Laboratory of Cell Biology, Institute of Experimental Botany, Czech Academy of Sciences

Apr 2019 - Sep 2019

6 months

Junior Software Developer Trainee

Green Fox Academy

Oct 2018 - Mar 2019

6 months

Postdoctoral Research Fellow

Laboratory of Cell Biology, Institute of Experimental Botany, Czech Academy of Sciences

Oct 2014 - Oct 2018

4 years 1 month

Predoctoral Research Fellow

Laboratory of Cell Biology, Institute of Experimental Botany, Czech Academy of Sciences

Oct 2011 - Oct 2014

3 years 1 month

Predoctoral Research Fellow

Laboratory of Cell Morphogenesis, Charles University in Prague, Faculty of Science

Languages

Czech

Native

Slovak

Native

English

Advanced

German

Elementary

Education

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

Need a freelancer? Find your match in seconds.

Similar Freelancers

Discover other experts with similar qualifications and experience

Data Science Expert and AI Strategist

Supervision of student thesis Adrian Bohnert; Blockchain and Smart Contracts

Delivery Manager

Building a Modern Compensation System

Application Developer

Tech Lead Customer Base Documentation Automation

Freelancer, Solution Architect

Senior Consultant

Development Engineer

AI Solution Architect

Senior Data/ML Consultant & Technical Lead

MLOps Engineer

Guest lecturer in Artificial Intelligence (Master’s Level)

Cloud Software Engineer

Lead Data Scientist

Data Science And Machine Learning Expert With Outstanding Communication Skills And A Make-IT-Happen Attitude.

Senior Test Automation Engineer/ Developer

Further training

Freelancer in Data Science

Freelance Data Scientist

GIS Expert and Database Developer in the Field of Traveler Information Systems

Full-Stack Data Scientist | AI Consultant | Tech Lead

AI Engineer, Cloud Solution Architect, Backend Developer

Senior Software Engineer (Individual Contributor)

Computer Vision Lawn Diseases

Senior DevOps (external)

Senior AI Architect & Engineer

Tech Lead: API Experience Platform

Devops Fullstack Engineer

Lead Full Stack