Research Projects
The research projects in which Stefanos Fragkoulis developed his soft and technical skills while contributing to achieve projects milestones and deliverables
International research projects
PerformFISH
Consumer driven Production: Integrating Innovative Approaches for Competitive and Sustainable Performance across the Mediterranean Aquaculture Value Chain (EU, Η2020-SFS-2016-2017, RIA, Contract No 727610).
Massive Consortium Scale: The project united a massive consortium of 28 partners across 10 European countries. Crucially, it secured the direct involvement of five major fish farming associations, representing 92.8% of the entire EU sea bream and sea bass production
High-Tier Funding & Timeline: It was backed by a €7.04 million budget funded through the European Union’s highly competitive Horizon 2020 (H2020) research and innovation program, spanning a comprehensive 5.5-year operational lifecycle (May 2017 - October 2022)
Data-Driven Objectives: The core technical mission was to overcome aquaculture stagnation by establishing 55 Key Performance Indicators (KPIs) and deploying advanced computational tools, genomic analyses, and e-Atlases to benchmark and optimize health, feeding, and hatchery practices across the Mediterranean Marine Fish Farming (MMFF) sector
For more information: https://performfish.eu/
Stefanos’ contribution
Quantitative Analysis & Data Integrity: Executed advanced statistical modeling and quantitative data analysis. Established stringent data quality control and morphometric measurement protocols across thousands of finfish samples, guaranteeing 100% data integrity for downstream genomic pipelines
Strategic Delivery & Research Execution: Spearheaded critical morphometric research initiatives across two major work packages. Successfully fulfilled core project deliverables, which simultaneously served as the fully-funded foundational research for my PhD
High-Impact Scientific Dissemination: Translated complex biological data and statistical findings into actionable scientific literature, culminating in three peer-reviewed publications and a featured oral presentation to the international scientific community
FindIT (FP7-KBBE-2013-7-612958)
A cutting edge platform for data management and analysis to assist European fish aquaculture in its development towards higher performance and competitiveness (EU, FP7).
Innovative Cloud-Based IT Solution: Scaled ‘FindIT’ from an initial concept into a robust, cloud-based data collection and storage system designed to enable unprecedented sectoral benchmarking across European aquaculture hatcheries.
Advanced KPI Analytics & Data Mining: Leveraged innovative data-mining techniques to track and analyze critical Key Performance Indicators (KPIs)—including malformation rates, disease resistance, and growth—to drive preventative actions and continuously improve operational competitiveness.
Commercialization & Market Strategy: Directed the transition of the functional prototype into a market-ready commercial product by analyzing market potential, demonstrating real-world applicability, and formulating a comprehensive strategic business plan.
For more information: https://cordis.europa.eu/project/id/612958
Stefanos’ contribution
End-to-End Data Pipeline Management: Directed the comprehensive collection, integration, and rigorous pre-processing of complex, multi-site datasets from diverse European aquaculture hatcheries to populate the FindIT cloud-based platform
Advanced Analytics & KPI Modeling: Executed sophisticated data analysis and data-mining techniques to evaluate critical biological and operational Key Performance Indicators (KPIs), including malformation rates, disease resistance, and growth trajectories
Sectoral Benchmarking & Insight Generation: Uncovered underlying factors driving KPI variability across different sites, translating raw biological data into actionable insights that enabled unprecedented sectoral benchmarking and optimized commercial competitiveness
ACES - Erasmus Mundus Joint Master Degree in Aquaculture, Environment and Society, agreement No 2104-2611/001-001
The Erasmus Mundus Joint Master Degree (EMJMD) in Aquaculture, Environment and Society (ACES)—currently operating under its expanded iteration known as ACES-STAR—is a highly specialized, two-year (120 ECTS) postgraduate program.
Specialized Finfish Research & Biological Foundations: Conducted advanced postgraduate research at the University of Crete (an elite marine science hub within the ACES consortium), specializing in finfish aquaculture, early life development, genetic selection, and pathology
International Consortium Collaboration: Operated successfully within a highly competitive, multi-million euro EU-funded framework (EACEA). Demonstrated high adaptability and cross-cultural communication skills by collaborating with international peers and leading European marine institutes
Industry-Driven Sustainability Focus: Bridged the gap between rigorous academic research and commercial aquaculture priorities. Focused on practical, industry-aligned solutions addressing global food security, fish welfare, and sustainable environmental practices as outlined by the European Aquaculture Technology and Innovation Platform (EATiP)
Stefanos’ contribution
Laboratory Management & Experimental Execution: Directed the end-to-end organization, preparation, and supervision of complex biological laboratory exercises, ensuring strict adherence to scientific protocols and high-quality sample processing
Specialized Mentorship & Technical Training: Instructed and co-supervised international postgraduate cohorts, providing hands-on training in advanced morphometric methodologies to accurately identify, track, and analyze morpho-anatomical abnormalities through precise body shape examination
Academic Research & Literature Synthesis: Conducted comprehensive scientific literature reviews to define, scope, and develop cutting-edge thesis topics, establishing strong theoretical and methodological frameworks for subsequent postgraduate research
National research projects
RePHIL
The project “Hellenic Research Fleet - Reconstruction of the Research Vessel PHILIA was funded by the Operational Program (OP)”Competitiveness Entrepreneurship and Innovation” (NSRF) for the period 2014-2020 from the Regional Departments of Crete, Attiki and South Aegean, co-financed by the European Regional Development Fund (ERDF).
Major Infrastructure Investment: A €3.13 million reconstruction and modernization initiative co-financed by the ERDF and executed through a strategic partnership between the Hellenic Centre for Marine Research (HCMR) and the National Technical University of Athens (NTUA)
Technological & Research Modernization: Focused on completely upgrading the 26-meter R/V PHILIA with advanced technological tools and modern hydroacoustic equipment to meet contemporary demands in climate change monitoring, oceanography, and ecosystem-based fisheries management
Broad Socio-Economic & Scientific Impact: Designed to directly support productive sectors—including fish farming, tourism, and undersea energy exploration—while simultaneously driving scientific innovation, generating new academic publications, and creating opportunities for young researchers
For more information: https://www.rephil.eu/index.php/en/
Stefanos’ contribution
Independent Postdoctoral Research & Lab Operations: Directed comprehensive, independent wet-lab workflows and conducted rigorous morphological analyses under a dedicated postdoctoral research grant
End-to-End Data Lifecycle Management: Executed the complete data pipeline—from the rigorous pre-processing of raw biological datasets to advanced statistical analysis—guaranteeing high-fidelity data for downstream academic research
Data Visualization & Scientific Dissemination: Translated complex morphometric findings into high-quality data visualizations and analytical outputs, bridging the gap between raw laboratory data and impactful dissemination
Greek National Framework (NSRF 2014-2020, Novelty in Aquaculture, Project No. 5010952)
The research grant was part of the Operational Programme for Fisheries and Sea 2014-2020 (Greek: Ε.Π. «Αλιεία & Θάλασσα 2014-2020»). It was the Greek national framework for implementing the European Maritime and Fisheries Fund (EMFF) during the 2014–2020 programming period.
National Funding Framework: Served as the primary Greek framework for the European Maritime and Fisheries Fund (EMFF), deploying a €519.6 million budget co-financed by the EU and national sources under the Ministry of Rural Development and Food (now Ministry of Agriculture and Food)
Strategic Sectoral Development: Driven by six core priorities aimed at advancing sustainable aquaculture and small-scale fishing, optimizing processing and marketing pipelines, and enforcing the Common Fisheries Policy (CFP)
Infrastructure & Community Investment: Facilitated critical, large-scale investments across the maritime economy, funding the modernization of aquaculture facilities and port infrastructure while supporting environmental protection, local communities, and vital data collection initiatives
Stefanos’ contribution
Field Data Acquisition & Quality Control: Spearheaded comprehensive, on-site biological sampling protocols for sea bream and sea bass across commercial aquaculture facilities, executing rigorous specimen selection to ensure high-fidelity baseline data
End-to-End Sample & Data Pipeline: Managed the complete analytical lifecycle by directing the physical preparation and pre-processing of all collected biological samples, followed by executing the advanced quantitative analysis of the resulting datasets
Scientific Dissemination & Reporting: Translated complex analytical findings into clear, publication-ready formats, successfully preparing and delivering the finalized data for high-impact academic conferences and peer-reviewed scientific publication
Competitiveness & Entrepreneurship (NSRF 2007-2013, call Cooperation I, Project No 09SYN-24-619)
The action “Development of innovative methods and molecular tools for the control and improvement of the quality of farmed sea bream and sea bass populations” was funded by the program NSRF 2007-2013, ‘Competitiveness & Entrepreneurship’ of the Ministry of Education, Lifelong Learning and Religious Affairs, Greece.
Molecular Tool Innovation: Focused on the design, development, and implementation of advanced molecular and biotechnological tools to rigorously monitor and evaluate the biological quality of commercial fish stocks
Targeted Species Optimization: Centered specifically on advancing the aquaculture of Mediterranean sea bream and sea bass, applying cutting-edge genetic and molecular methodologies to enhance health, growth, and population viability
Commercial Quality Control: Bridged advanced genomic research with practical industry applications, establishing robust quality control frameworks designed to significantly improve the yield, resilience, and competitiveness of the aquaculture sector
Stefanos’ contribution
Experimental Research & Precision Sampling: Executed targeted wet-lab experiments investigating the impacts of environmental variables on zebrafish development. Conducted rigorous, stage-specific biological sampling across critical developmental phases to establish high-fidelity experimental baselines
Image-Based Trait Extraction & Morphometric Analysis: Leveraged advanced morphometric methodologies to process biological imagery, accurately extracting and quantifying complex anatomical traits to drive robust downstream statistical analysis
Commercial Aquaculture Data Integration: Collaborated directly with participating industry partners to execute on-site field sampling and comprehensive data analysis on experimental finfish populations, successfully bridging laboratory research with real-world commercial applications