Nikos Alexandris
Scientific Software Engineer | Geomatics | Remote Sensing
Fluent in 🇬🇧 English, 🇩🇪 German, 🇬🇷 Greek
Working level 🇫🇷 French (B2), 🇮🇹 Italian (autodidatta)
Python scientific stack expert for environmental modeling
Updated : March 2026 | Available immediately
Profile
Scientific Software Engineer and Tech Lead building data-intensive, scalable applications for complex time-series analysis, climate and photovoltaics. Turning complex algorithms into production-grade systems with robust validation concepts. Strong focus on modular architectures (backends, APIs, CLIs), clean code, and automated testing. Extensive experience in Python (scientific stack), anomaly detection, Linux power-user, and parallel processing on HTC/HPC systems. Background in GIS/Remote Sensing applied to European public-sector and UN projects. Currently expanding expertise in Deep Learning (CNNs/RNNs/Transformers) for predictive modeling.
Experiences
Oct 2021-Sep 2025
Technical Lead -
PVGIS v6 : code.europa.eu/pvgis/pvgis,
Prototype for the European Commission’s public service on photovoltaics
Contract Agent,
Joint Research Centre (JRC),
European Commission (EC), Ispra, Italy
26.08.24-23.09.24
Using CMSAF SARAH-3 data in PVGIS
Visiting Scientist, DWD (German Weather Service)
Oct 2019-Sep 2021
Internal exploratory research projects on land surface temperature
Contract Agent, JRC, EC
Jan 2017-Sep 2019
Geomatics & Remote Sensing expert, Freelancer / Intra-muros Staff, JRC, EC
Dec 2015-Sep 2016
Geospatial support for MapX, UNEP/GRID-Geneva
Consultancies (selection)
2013–2015
Remote sensing & GIS (UNEP/GRID, Fondazione Edmund Mach, Epsilon International)
Details and references available on request
Earlier experience
2005–2009
Mapping disturbed areas (Uni-Freiburg), Rapid Fire Area Mapping workshop (SNV), GIS & Remote Sensing (Infoterra GmbH)
Education
Oct 2005-Jun 2011
Dr. rer. nat., Dpt. of Remote Sensing & Landscape Information Systems (FeLIS), Faculty of Forest & Environmental Sciences, University of Freiburg, Germany
Sep 1999-Jul 2004
- Diploma, Faculty of Forestry & Natural Environment, Aristotle University of Thessaloniki, Greece
Skills
Programming
- Python (NumPy, SciPy, Xarray, Polars, Pydantic, asyncio), Bash, Git, mlr
Machine Learning
- CNNs/RNNs/Transformers (current training)
OSes / DevOps
- Linux, neovim, ZFS, XFS, Zarr, ssh, Docker, Supercomputing (HPC/HTC), tmux, GNU Parallel, CI/CD, SCons
Backend / Web
- FastAPI, REST APIs, CLI tools, CI/CD pipelines
GIS & Remote Sensing
- GRASS-GIS, QGIS/GDAL, SQLite, PostGIS
Typography & Web
- LaTeX, HTML, CSS, automated documentation builds
Domain expertise
 
- Photovoltaic potential modeling
- Satellite time series analysis (Landsat, MODIS, CM-SAF, SARAHx, ERA5)
- Land surface temperature estimation
- Burned area mapping
- Environmental/climate data pipelines
- Open-source software development
Further Training (selection)
Jan 2026-present
Deep Learning Specialization (Andrew Ng, DeepLearning.AI / Coursera)
Neural networks, CNNs/RNNs, transformers, TensorFlow for sequence/image data.
- Certificates : Neural Networks and Deep Learning, Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
Sep 2014-Jan 2018
Fundamentals of Computing
specialization at Coursera
- (7 course certificates, 1 capstone project)
Internships, Honors, Scholarships
Oct 2007-Feb 2008
Internship in UNEPGRID-Geneva, Switzerland. Burned area mapping using free & open source geospatial applications
Jul 2008
Significant contribution to the ISPRS Student Consortium Newsletter
Oct 2005-Oct 2009
Scholarship awarded from the Sofia Chlorou Bequest of the National Technical University of Athens, Greece
References
Dr. Pascal Peduzzi, UNEP/GRID-Geneva pascal.peduzzi@unepgrid.ch
Dr. Emanuele Lugato, JRC, European Commission Emanuele.Lugato@ec.europa.eu
Prof. Demetris Stathakis, University of Thessaly dstath@uth.gr
Talks, Conferences (selection)
September 2025
Nikos Alexandris, Alexandros Falangas, Olympia Gounari, Alba Santos Rodrigues. PVGIS 6: a future-proof prototype open-source software for photovoltaics. Poster. EU PVSEC 2025, Exhibition. Bilbao, Spain.
January 2025
Nikos Alexandris, “SARAH data in PVGIS: past, present & future”. Oral presentation. CM SAF User Workshop 2025. Bonn, Germany.
6 November 2024
Nikos Alexandris, PVGIS 6, Presentation at the Digital Stakeholder Forum
March 4th, 2014
VHDL laboratory, ECE,
GRASS-GIS & Workshop (Processing High Resolution Satellite Imagery with GRASS-GIS, An Example Using QuickBird2 Imagery), Kurukshetra University, India
June 15h, 2009
29th EARSeL Symposium,
Oral presentation Estimating the Forest Fire Damage in Peloponnese (Greece, 2007) using MODIS products, Chania, Crete, Greece
Full list on request
Publications
Peer reviewed
Alexandris, Nikos, Sandeep Gupta, and Nikos Koutsias. 2017.
“Remote sensing of burned areas via PCA, Part 1; centering, scaling and EVD vs SVD.”
Open Geospatial Data, Software and Standards 2, no. 1 (July): 17.
doi: 10.1186/s40965-017-0028-1.
Alexandris, Nikos, Nikos Koutsias, and Sandeep Gupta. 2017.
“Remote sensing of burned areas via PCA. Part 2: SVD-based PCA using MODIS and Landsat data.”
Open Geospatial Data, Software and Standards (August).
doi: 10.1186/s40965-017-0029-0.
Giuliani, Gregory, Hy Dao, Andrea De Bono, Bruno Chatenoux, Karin Allenbach,
Pierric De Laborie, Denisa Rodila, Nikos Alexandris, and Pascal Peduzzi. 2017.
“Live Monitoring of Earth Surface (LiMES): A framework for monitoring environmental changes from Earth Observations.”
Big Remotely Sensed Data: tools, applications and experiences, Remote Sensing of Environment 202:222–233.
doi: 10.1016/j.rse.2017.05.040.
Various
Alexandris, Nikos. 2011. “Burned area mapping via non-centered SVD-based Principal Components Analysis using public domain data & free open source software.” Online at http://www.freidok.uni-freiburg.de/volltexte/8399 (accessed January 2, 2012). Dissertation, Faculty of Forest & Environmental Sciences Albert-Ludwigs-University Freiburg im Breisgau, Germany.
Alexandris, Nikos, Bruno Chatenoux, Laura Lopez Torres, and Pascal Peduzzi. 2013. Monitoring The Restoration of Mangrove Ecosystems from Space. Technical report. UNEP/GRID-Geneva Global Change & Vulnerability Unit 11, ch. Des Anémones 1219 Châtelaine Switzerland: UNEP/GRID-Geneva, December. https://unepgrid.ch/storage/app/media/legacy/50/Monitoring_the_Restoration_of_Mangroves.pdf
Extracurricular, Memberships
Participation in GRASS-GIS’ community sprints Bonn 2018, Bonn 2016, Genova 2013, Prague 2012
OSGeo Charter Member (see also OSGeo Wiki)