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Data Engineer, Python Developer & aspiring Solution Architect
I am an EPFL graduate in computer science & computational neurosciences minor, with experience in data engineering within pharmaceutical industry. While the most of my experience is as software developer and data engineer, I consider myself to be an IT generalist. My experience acquired in the industry spans also linux system administration, various database systems, cloud services, basic project management and business analysis, while my academic knowledge covers data analysis, machine learning, signal processing and biocomputing. To leverage this T-shaped range of skills, I believe that a position of solution / software architect would be the best fit. Projects that require communication with stakeholders / business, reading up on a problem, understanding it and coming up with a solution in a form of software design and, possibly, a proof of concept would interest me the most. Primarily, I am looking for positions in Switzerland, Czech republic & Slovakia, but I am willing to consider other options too.
EPFL
Master’s Degree, Computer Science, minor in Computational Neurosciences
September 1, 2015 – February 1, 2019
Peter the Great St.Petersburg Polytechnic University
Exchange Studies, Business, Management, Marketing, and Related Support Services
February 1, 2013 – June 1, 2013
Tecnológico de Monterrey
Exchange Studies, Electrical and Electronics Engineering
August 1, 2012 – January 1, 2013
Czech Technical University in Prague
Bachelor’s Degree, Theoretical Computer Science
September 1, 2010 – June 1, 2015
Career Break
Travel
January 1, 2023 – October 1, 2023
Roche
Business Analyst / Product Owner @ Digital Biomarkers, Pharma Research & Early Development
September 1, 2021 – December 1, 2022
Basel, Switzerland
Roche
Lead Developer @ Digital Biomarkers, Pharma Research & Early Development
February 1, 2020 – September 1, 2021
Basel, Switzerland
Roche
Scientific Application Developer @ Digital Biomarkers, Pharma Research & Early Development
February 1, 2019 – February 1, 2020
Basel, Switzerland
Operam, LLC
Data Scientist - Python / Machine Learning Developer
July 1, 2017 – September 1, 2017
Bratislava, Slovakia · On-site
EventAdvisor Sàrl
Full Stack Developer
August 1, 2016 – February 1, 2019
Lausanne, Vaud, Switzerland · Hybrid
Alpes Lasers SA
Python developer
February 1, 2015 – September 1, 2015
Neuchâtel, Canton of Neuchâtel, Switzerland · On-site
Ecole polytechnique fédérale de Lausanne
C# programmer in Electronics and Signal Processing Laboratory
July 1, 2014 – December 1, 2014
Neuchâtel, Canton of Neuchâtel, Switzerland · On-site
Quanti s.r.o
C# programmer
September 1, 2011 – January 1, 2015
Prague, Czechia · Hybrid
Quanti s.r.o.
C++ programmer
November 1, 2010 – June 1, 2011
Prague, Czechia · Hybrid
Master thesis - Evolution of controllers for soft modular robots with proprioception
September 1, 2018 – January 1, 2019
• Used genetic algorithms to evolve neural networks for control of soft modular robots • Created Python library for neuroevolution of these controllers and for live visualization of evolution progress • Used NASA Tensegrity Robotics Toolkit and Amazon AWS EC2 to run simulations • C++, Python 2.7, Pandas, jupyter, flot, Bootstrap, Flask, Amazon AWS EC2, unit testing, documentation
Thought-controlled robot
April 1, 2018 – May 1, 2018
• Implemented a EEG-based brain-computer interface using motor imagery to remotely control a wheeled robot • BCI, signal processing, machine learning, Matlab, Git, 16-electrode EEG
Semester project - Deployment of a Wireless Sensor Network for Odor Distribution Mapping
February 1, 2018 – June 1, 2018
• Designed and implemented software components for the stationary wireless sensor network that is part of a distributed system for Odor Distribution Mapping • The role of the system is to measure acetone gas levels at various places in a wind tunnel and store it for later analysis • The system consists of several wireless sensor nodes, main server, client application and WiFi network. It is built to be robust and as close to real-time as possible in order to minimize probability of data loss • One of the goals has also been to write the code in clean, understandable, well-commented and modular fashion so that it can serve as a template or a reference for future projects of this kind in DISAL laboratory • Arduino, ESP32, I2C, logic analyzer, C++, Python 3.6, Flask, redis, HTML, CSS, Bootstrap, JavaScript, jQuery, responsive design, NTP
Prediction of upcoming hand movement
November 1, 2017 – December 1, 2017
• Experimented with multilayer fully-connected NNs and Convolutional neural networks • Dataset: EEG recordings sampled at 100Hz for 500ms ending 130ms before movement • deep learning, CNN, pyTorch, Python, jupyter
Sentiment analysis of location based on Instagram pictures
December 1, 2016 – February 1, 2017
• Used Inception v3 pre-trained CNN to obtain content of image as text, based on which the sentiment of given image was determined • computer vision, TensorFlow, Amazon AWS EC2, NumPy, Python, jupyter, Git
Food-searching rat learning process simulation
December 1, 2015 – January 1, 2016
• Implemented neural netwrok simulating place cells in hippocampus and applied SARSA algorithm for training • Observed exploration/exploitation trade-off • reinforcement learning, SARSA, Matlab
Tado°
June 1, 2014 – September 1, 2014
• Created Windows Phone application for controlling Smart Thermostat developed by German start-up company • Windows Phone 8.1, XAML, Git, Blend, Visual Studio 2013
webhned.cz (for Prague Bistro s.r.o.)
August 1, 2013 – October 1, 2013
• Built website front-end of a new service introduced by one of the biggest webhosting companies in Czech Republic • Joined middleware (SOAP) with wireframe obtained from graphic designers • Communicated with the client to achieve desired results effectively and in a timely manner • ASP.NET, MVC, JavaScript, CSS, HTML, TeamCity, SVN, Visual Studio 2012
PhotoKiosk
June 1, 2013 – July 1, 2013
• Developed Kiosk application used on various summer festivals in Czech republic and Slovakia capturing photos and videos from which an advertisement was created running in cinemas and at other various events • WPF, XAML, camera, printer, Visual Studio 2012
i4tracking
September 1, 2011 – January 1, 2015
• Assisted on development of a research project by Medicton Group s.r.o. with cooperation of Czech Technical University dealing with eye-tracking for medicinal purposes (pupilometry or eye defects etc.) and for marketing • Implemented algorithms for data processing and visualization • Graphic user interface design • WinForms, high-speed camera, luxmeter, SVN, JIRA, Visual Studio 2010
Distributed System Design with Gregor Hohpe: 10 Truths
OpenAPI Initiative
June 24, 2026 – Present
SAMD, IEC 62304 and IEC 82304-1
Medical Device HQ
June 24, 2026 – Present
Learning SOLID Programming Principles
June 24, 2026 – Present
Basic Nitrox Diver
CMAS - World Underwater Federation
June 24, 2026 – Present
P2 Diver
CMAS - World Underwater Federation
June 24, 2026 – Present
Game Theory by Stanford University & The University of British Columbia on Coursera
Coursera
June 24, 2026 – Present
Machine Learning by Stanford University on Coursera
Coursera Course Certificates
June 24, 2026 – Present
Certificate in Advanced English (CAE)
University of Cambridge ESOL Examinations
June 24, 2026 – Present
Cultural Fit Analysis
The candidate's diverse project portfolio, ranging from academic research in computational neurosciences to full-stack development and data science, demonstrates a broad intellectual curiosity and adaptability. The experience at Roche in a regulated environment (Pharma Research) suggests an ability to work within structured processes. The career break, while personal, shows a willingness to explore and take on new challenges. The target role of Data Analyst aligns well with the candidate's demonstrated skills in data manipulation, analysis, and machine learning, particularly from their roles at Roche and Operam, LLC.
Soft Skills & Operational Fit
The candidate's experience at Roche as a Business Analyst/Product Owner, including communication with other teams, transforming business requirements into functional specifications, and planning work for developers, indicates strong communication, leadership, and organizational skills. Participation in technical solution design, business process optimization, and computer system validation efforts suggests a structured and quality-oriented approach. The career break for travel indicates a potential for adaptability and resilience, but also a gap in recent professional experience.