Marios Vardalachakis
@mariosvardalachakis
I build privacy-preserving AI platforms, ML pipelines, and analytics applications.
GreeceWhat I'm looking for
I've built privacy-preserving AI platforms for healthcare data at the University of the Aegean's PrivaSI Lab and PRIVACT P.C., including InviseeAI, which integrates differential privacy, federated learning, and secure multiparty computation.
I connect ML research to production-ready software through training pipelines, REST APIs, secure data processing, and interactive analytics. I've also led the technical architecture and delivery of a funded Horizon Europe proposal and published peer-reviewed work on healthcare data anonymization.
Experience
Work history, roles, and key accomplishments
AI/ML Full-Stack Engineer & Researcher
University of the Aegean
Jan 2024 - Jan 2026 (2 years)
Designed and deployed InviseeAI, a privacy-preserving ML platform for anonymizing sensitive healthcare datasets, integrating differential privacy, federated learning, and secure multiparty computation. Built ML training pipelines and REST APIs to serve models, and led a funded Horizon Europe proposal as Project Lead.
Administrative & Secretarial Support Staff
National Athletic Center of Heraklion
Jan 2022 - Jan 2023 (1 year)
Provided administrative support to management and staff, managed correspondence and record-keeping, and assisted visitors with basic IT support.
R&D Engineer - Internship & Thesis Project
Foundation for Research and Technology - Hellas
Jan 2016 - Jan 2018 (2 years)
Developed ShinyAnonymizer, an R-based platform for anonymizing clinical datasets with dynamic dashboards. Contributed to the Horizon 2020 iManageCancer project, supporting secure data management tools.
Education
Degrees, certifications, and relevant coursework
University of the Aegean
MPhil by Research, Intelligent Systems
2024 -
Grade: 9.50/10
MPhil by Research in Intelligent Systems (fully remote) with a grade of 9.50/10.
Hellenic Mediterranean University
M.Sc., Software Engineering
2020 - 2024
Grade: 7.50/10
M.Sc. in Software Engineering (fully remote) with a grade of 7.50/10.
Hellenic Mediterranean University
B.Sc., Informatics Engineering
2011 - 2020
Grade: 6.31/10
B.Sc. in Informatics Engineering with a grade of 6.31/10.
Tech stack
Software and tools used professionally
Availability
Location
GreeceAuthorized to work in
Salary expectations
Social media
Skills
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