I am a PhD Soil & Water Data Scientist at the University of Florida, working at the intersection of climate science, digital soil mapping, and AI. My work combines field sampling, soil spectroscopy, and geospatial data to build privacy-preserving tools that help growers and land managers monitor soil health and carbon in a changing climate.

Education

Ph.D. in Soil, Water, and Ecosystem Sciences

2023 - Present

University of Florida, USA

Focus on leveraging AI and hyperspectral satellite data for digital soil mapping and carbon sequestration monitoring. Dissertation explores decentralized and federated approaches that preserve data privacy while improving soil predictions.

Minor in Ag Data Science and ML Applications

2022 - 2023

University of Georgia, USA

Integration of ML techniques in agricultural data and handling of large environmental datasets to produce meaningful insights on farm management practices.

M.S. in Crop and Soil Sciences

2021 - 2023

University of Georgia, USA

Specialized in precision agriculture and irrigation scheduling tools. Thesis developed decision support tools for irrigation scheduling in peanuts and soil moisture–based monitoring of flash droughts and saturation in pasture systems.

Integrated M.Eng. & Bachelor's Degrees in Natural Resources Development and Agricultural Engineering

2015 - 2021

Agricultural University of Athens, Greece

Completed an integrated master’s with a thesis on prolonged drought and water scarcity indicators in the Guadiana River basin (Spain/Portugal), focusing on hydrology and water resource management plan between the two countries.

Professional Skills

AI & Machine Learning (CNNs, Federated Learning, Transfer Learning, LLMs)

Python, R & Data Science (Pandas, NumPy, MATLAB)

Geospatial Analysis & Remote Sensing (Google Earth Engine, ArcGIS, QGIS)

Soil & Environmental Modeling (Soil Spectroscopy, Carbon & Climate Applications)

Languages & Certifications

Languages

Greek (Native), English (C2), Spanish (B2), German (B1), Portuguese (A2)

Certifications

PADI Open Water Diver; CPR & First Aid Certification; Florida Boat operation license.

Research Experience

Assistant Researcher – Soil Artificial Intelligence Lab

2023 - Present

University of Florida, Naples, FL, USA

  • Develop deep-learning models for soil spectroscopy using low-cost NIR scanners combined with geospatial covariates.
  • Deploy and scale GEE machine learning workflows on UF’s HiPerGator high-performance computing (HPC) system for large-scale soil and remote sensing analyses.
  • Lead projects on digital soil mapping and carbon sequestration monitoring using advanced AI and federated learning frameworks.
  • Design privacy-preserving workflows that allow multiple partners to collaborate on soil prediction while maintaining data ownership.
  • Collaborate with interdisciplinary teams to translate model outputs into actionable tools for growers and land managers.

Assistant Researcher – Irrigation Scheduling Lab

2021 - 2023

University of Georgia, Tifton, GA, USA

  • Led precision agriculture projects to develop irrigation scheduling tools for peanuts using volumetric water content sensors.
  • Helped design a soil-moisture decision support tool to monitor flash droughts and soil saturation in pasture systems.
  • Integrated sensor networks, weather data, and crop models into user-friendly tools for extension agents and producers.
  • Contributed to grant proposals, data analysis pipelines, and conference presentations on smart irrigation.

Lab Intern – Hydraulics Laboratory (SHRHA)

2020

Faculty of Engineering, University of Porto, Portugal

  • Conducted data analysis and modeling for the Guadiana River basin water conservation plan in drought-prone regions.
  • Developed hydrological models to evaluate water conservation strategies and their impacts on agriculture.
  • Supported reporting and visualization of scenarios for stakeholders working on river-basin management.

Teaching & Outreach

Invited Instructor & Teaching Assistant

2021 - Present

University of Florida, University of Georgia, University of São Paulo, IEEE SA P4005

  • Invited instructor for workshops on federated learning in soil spectroscopy (IEEE SA P4005, University of São Paulo) and irrigation scheduling tools (University of Georgia).
  • Delivered extension presentations for growers on irrigation scheduling applications and hosted farmer meetings on soil monitoring tools and precision agriculture topics in southern US.
  • Teaching Assistant for “Soil Health Data” (SWES 6406) at UF and “Advanced Topics in Precision Agriculture” (CRSS 6060) at UGA, supporting labs, grading, and student mentoring.
  • Active volunteer at AgVenture 4H events, designing hands-on activities to introduce children to environmental science.

Awards & Selected Recognition

  • Co-PI, GFSI Joint Linkage Call, 2025.
  • University of Florida V.W. Carlisle Fellowship Award, 2025.
  • University of Florida GSC Travel Award, 2025.
  • Spectral Evolution Research Partnership Program (equipment), 2025.
  • University of Georgia CRSS Travel Awards, 2022 & 2023.
  • Gerondelis Foundation Scholarship for Excellence in Graduate Studies, 2022.