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tercasaskova311/README.md

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Hi I'm Terka 👋

🎓 Currently: M.Sc. Data Science @ University of Trento (2024–2026)
💼 Also: Database Coordinator for a ski & bike school, Program lead @ Sport Šumava
🏆 Previously: Mountain Bike Vice World Champion

What I'm interested in

  • 🔧 Data Engineering & big-data tech (Kafka, Spark, Airflow)
  • 🌲 Remote sensing & satellite imagery analysis, GIS
  • 🤖 ML for public good (environmental & social justice projects)
  • 📚 Currently learning: distributed computing, data modeling, advance SQL, Spark, satelite imaginery tools

🌐 Portfolio: terezasaskova.com | 📧 Email: tereza.saskova@proton.me

Currently Working On

🛰️ Deforestation Monitoring in Šumava National Park Build an automated system to detect logging/deforestation events in Šumava National Park using satellite imagery from Sentinel2 and classical image processing techniques, train a ML model and design an architecture that can be deployed.

⚙️ Data Engineering A web app for Ski Zadov, automating weekly ski school registrations. A Flask + PostgreSQL web app, that automates registration limits (8 out of 12 weeks). Automatically closes registration every Wednesday at 24:00 and provides an admin dashboard with Google Sheets synchronization.

Scroll down for more projects & code!

🛠️ Tech Stack

Tech Stack



Contribution Graph

Language Distribution Most Used Languages

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  1. podcast-recommendation-platform podcast-recommendation-platform Public

    How can we recommend the right podcast episode to the right user — not just based on what they listened to, but also on what the episode is about? This project explores hybrid recommendation method…

    Python 1 1

  2. Top-k-Image-Retrieval-Image-recognition- Top-k-Image-Retrieval-Image-recognition- Public

    implemented and evaluated multiple deep learning models, including CLIP, DINOv2, EfficientNet, ResNet, and GoogLeNet. Each model extracts feature embeddings from query and gallery images using a p…

    Python 2

  3. sentinel-2-based-prediction sentinel-2-based-prediction Public

    Sentinel-2 Based Deforestation/Bark Bettle regrowth + Suspicious Logging Detection in Šumava

    Python

  4. book-recomendation-system book-recomendation-system Public

    Book recommendation system based by the content and reviews of other users.

    Python

  5. spectral-clustering spectral-clustering Public

    Spectral clustering project

    C