WEB DEV · AI · COMPUTER SCIENCE

Hi, I'm
Giorgos Nikoulis
I was born and raised in Thessaloniki, the second biggest city in Greece. I completed my Doctoral degree in Computational Physics in 2022 and published six papers during my research. I acquired several skills in physics simulation and computer science, working with C++ and Python, and web development with HTML, CSS, JavaScript, and Flask during my career.
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Projects

Transparency Services for AI-Model Cards

Transparency Services for AI-Model Cards

Create and mange model cards for AI models.
Built for MeVer group of CERTH
  • Full Stack
  • Dev Ops
Visit trai.mever.gr
Evaluate text and image classification models

Evaluation Tool for AI Models

Evaluation package for multi-label, multi-class classification and object detection.
Built for MeVer group of CERTH
  • Python
View on PyPI
NanoMaterialsCAD

NanoMaterialsCAD

Create and edit nanoparticles and crystalline structures.
  • C++
  • OpenGL
Read the paper
Thermal insulation and heat guiding

Thermal insulation and heat guiding

Heat guiding with nanopatterned MoS2 membranes.
  • LAMMPS
Read the paper
ML interatomic potentials for iron

ML interatomic potentials for iron

Machine Learning interatomic potential for Fe.
  • VASP
  • LAMMPS
  • GAP
Read the paper
ML interatomic potential for W-Mo alloys

ML interatomic potential for W-Mo alloys

Machine Learning interatomic potential for WMo alloys.
  • VASP
  • LAMMPS
  • GAP
Read the paper
Sildenafil nanoparticles using polymer stabilizers

Sildenafil nanoparticles using polymer stabilizers

A study for stabilizing sildenafil nanoparticles.
  • LAMMPS
Publication in preparation
Single Nanoparticle Activities in Ensemble

Single Nanoparticle Activities in Ensemble

Charge distribution of Pd nanoparticles on Mg and MgO.
  • VASP
Read the paper

Career

Centre for Research and Technology Hellas (CERTH)

2024 - 2026
Detect news disinformation using AI tools and support journalists with various services.
Project: AI‑CODE Horizon Europe

Military Service

2023

Special Account for Research Funds (ELKE)

2019 - 2022
Research and development on material science. Worked on several projects during my doctorate.
Dissertation: read online