Curriculum Vitae
Master’s student in Data Science at the University of Trento, focusing on geospatial analysis, data engineering, and machine learning. Current projects include urban change prediction from satellite imagery and automated data pipelines for ski school management. Passionate about connecting data, technology, and real-world impact.
Former Junior Vice-World Champion in mountain biking.
🎓 Education
MSc. in Data Science — University of Trento, Italy (2024–2026)
Relevant Coursework: Statistical Learning, Machine Learning, Big Data Technologies, High Performance Computing, Foundation Models, Geospatial Analysis, Signal, Image, Video
BA in Marketing Communication — University of Finance and Administration, Prague (2020–2023)
Current Work
🛰️ Urban Environment Prediction
Remote sensing with Sentinel imagery & Google Earth Engine.
Developing predictive models for urban development in the Trentino region using satellite imagery.
⚙️ Automated Online Form System (PostgreSQL Based)
Automated PostgreSQL system for ski school participant management.
Creating a dynamic reporting system for weekly course participant tracking.
Technologies: PostgreSQL · Python · Flask · Data Automation
Selected Projects
| Project | Description | Tech |
|---|---|---|
| Podcast Recommendation Platform | Built scalable recommendation engine using Spark + MongoDB | Spark · Kafka · Delta Lake |
| Top-k Image Retrieval | Compared CLIP & DINO models for real vs. AI face recognition | PyTorch · CV |
| LLM Sentiment Analysis | Cross-lingual emotional scoring in Mistral LLM outputs | Transformers · NLP |
| Reddit & Conflict Analysis | NLP on public discourse around Israel–Palestine events | Python · ACLED |
🛠️ Technical Skills
Programming Languages
Python · SQL · R · CData Engineering & Big Data
Apache Spark · Kafka · Docker · PostgreSQL · Delta Lake
Data pipeline design · Stream/batch processing · Scalable storage systemsGeospatial & Remote Sensing
Google Earth Engine (GEE) · QGIS
Land-use change detection · Environmental monitoring workflowsMachine Learning
Scikit-learn · PyTorch · NLP frameworks · SparkMLDevelopment & DevOps Tools
GitHub · Azure
Version control · Containerization · Lightweight web deployment
💼 Professional Experience
Marketing & Program Lead — Sport Šumava (2023 – Present)
• Marketing analytics, campaign design, data-driven performance evaluation
• Led ski & MTB programs emphasizing safety, technique, and engagement
🌱 Other Experience & Community Involvement
Česko.Digital — Volunteer Content Creator
Contributed to web copy and social media content supporting civic-tech initiatives.180 Degrees Consulting — Student Consultant
Worked with NGOs on strategic and data-driven solutions to improve community impact.University for Climate (Prague) — Student Member
Participated in interdisciplinary projects promoting environmental awareness and sustainability.English Tutor — Freelance, ongoing
MTB Guide — Finale Ligure, Italy
Led technical mountain biking tours, ensuring rider safety and skill progression.Ski Instructor — Saas Fee, Switzerland (Viamond, International Schools)
Delivered lessons to international students of all ages, fostering confidence and snow proficiency.
🏆 Athletic Achievements
Junior Vice-World Champion — Mountain Biking
13th U23 Overall standing MTB XCO World Cup
World Cup Winner & Multiple-time Czech National Champion MTB XCO