Data Engineer & Full-Stack Web Developer
May 2021 – Feb 2023
Dept. of Water Resources and Environmental Modeling, CULS, Prague, Czechia
Began as a course project; invited to continue as a paid engineer on the department’s environmental monitoring platform.
- Designed and maintained a PostgreSQL database consolidating environmental sensor and public API data from multiple sources
- Built Python ingestion services that automatically retrieved, validated, and persisted data, with duplicate detection and quality checks
- Developed a full-stack web application (Django backend, Vue.js frontend) for data access and visualisation
- Deployed and operated services on Kubernetes with Django, PostgreSQL, Celery, and Redis
- Built a maintenance reporting system used by the research team to track sensor fleet health
Machine Learning Engineer (Python)
Oct 2021 – Jan 2022
Dept. of Water Resources and Environmental Modeling, CULS, Prague, Czechia
- Researched and implemented HAN (Holistic Attention Network) for single-image super-resolution
- Trained the model on the project’s planetary imagery dataset and evaluated resolution improvement
- Owned the training and evaluation pipeline using PyTorch, OpenCV, and NumPy
Project Researcher
Nov 2020 – Dec 2020
Dept. of Water Resources and Environmental Modeling, CULS, Prague, Czechia
- Performed curation and preprocessing of planetary imagery datasets for downstream machine learning use
- Rehired by the department the following year based on performance
Delivery Associate (part-time)
2023 – present
ABV Saarbrucken, Germany
Part-time role held continuously while relocating to Germany, completing German language certification, and pursuing an MSc full-time.