I am an Environmental AI & Geospatial Data Scientist and PhD researcher at the University of Florida. My work connects field sampling, soil spectroscopy, Earth observation, and privacy-preserving machine learning to build reproducible tools for digital soil mapping, carbon monitoring, irrigation intelligence, and climate-smart environmental decision support.

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

Environmental AI & Machine Learning: CNNs, federated learning, transfer learning, geospatial ML, AI-assisted environmental workflows

Proposal Writing & Project Coordination: concept notes, technical narratives, interdisciplinary coordination, stakeholder communication

Programming & Reproducible Workflows: Python, R, Pandas, NumPy, MATLAB, notebooks, data pipelines

Geospatial Analysis & Earth Observation: Google Earth Engine, GIS, remote sensing, digital soil mapping, EO covariate extraction

Environmental Applications: soil spectroscopy, carbon monitoring, irrigation intelligence, climate-smart agriculture, field sampling design

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 AI-driven environmental monitoring workflows integrating soil spectroscopy, geospatial covariates, and Earth observation data for digital soil mapping and carbon monitoring.
  • Develop and evaluate privacy-preserving federated learning workflows for collaborative environmental modeling across distributed soil datasets and institutions.
  • Build reproducible data pipelines and dashboard-ready outputs for environmental AI applications.
  • Collaborate with interdisciplinary teams to translate model outputs into decision-support tools for growers, researchers, and land-management stakeholders.

Assistant Researcher – Irrigation Scheduling Lab

2021 - 2023

University of Georgia, Tifton, GA, USA

  • Developed precision irrigation decision-support workflows integrating soil moisture sensors, environmental monitoring, and automated data pipelines for agricultural water management.
  • Supported field-scale irrigation optimization through multi-season field deployments, pivot calibration, sensor workflows, and grower/extension collaborations.
  • Contributed to smart-irrigation tools connecting sensor data, weather information, and producer-facing recommendations.

Lab Intern – Hydraulics Laboratory (SHRHA)

2020

Faculty of Engineering, University of Porto, Portugal

  • Conducted hydrological analysis and environmental modeling for the Guadiana transboundary river basin management framework between Portugal and Spain.
  • Evaluated drought-related water conservation strategies and agricultural implications in Mediterranean water-stressed systems.
  • Supported reporting and visualization for river-basin management scenarios.

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 (2025), University of São Paulo (2025) and irrigation scheduling tools (University of Georgia, 2023).
  • 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.