Resume

Professional Experience

PhD Student

University of Trento | RSLab

Nov 2022 - Present

Information Engineering and Computer Science

  • Developing data augmentation techniques for multi-dimensional satellite imagery.
  • Exploring deep learning approaches for land cover classification in data-scarce scenarios.
  • Investigating hyperspectral unmixing methods for complex forest scenarios.

Assistant Professor

University of Trento

Sep 2023 - Present

Course: Remote Sensing System and Image Analysis

  • Fundamentals of digital image processing and statistical modeling.
  • Image segmentation and advanced visualization techniques.
  • Geometric correction of satellite data.
  • Deep learning applications for land cover classification.

Education

MSc in Information and Communication Engineering

University of Trento

Field: Signal Processing and Understanding

Sep 2020 - Oct 2022 | Trento, Italy

Cum Laude

BSc in Information and Communication Engineering

University of Trento

Sep 2016 - Mar 2020 | Trento, Italy

Skills

Programming

  • Python
  • Matlab

Machine Learning

  • PyTorch
  • Scikit-learn
  • MLOps
  • Computer Vision
  • Deep Learning

Geospatial

  • QGIS
  • Rasterio
  • GeoPandas
  • PostGIS
  • Satellite Imagery Analysis
  • Remote Sensing Data Pipelines

Tools & Infrastructure

  • Docker
  • Git
  • Self-hosting