Gayane Taturyan

Gayane Taturyan

Postdoc · S2A, LTCI · Télécom Paris

Detailed CV (last update: October 2025).

Education

Ph.D. in Applied Mathematics
Gustave Eiffel University / University of Toulouse · Champs-sur-Marne / Toulouse, France · Dec 2021 – Jul 2025
  • Thesis title: Learning with system constraints: applications to fairness
  • Supervisors: Mohamed Hebiri, Evgenii Chzhen, Jean-Michel Loubes
  • Member of the LAMA, IMT, and CELESTE teams
Master’s Degree in Mathematics and Applications
Paris-Saclay University · Orsay, France · Sep 2020 – Nov 2021
  • Program: Statistics and Machine Learning, M2 Mathematics of Randomness
Bachelor’s Degree (with Honour) in Mathematics
Yerevan State University · Yerevan, Armenia · Sep 2015 – May 2019

Experience

Postdoctoral Researcher
Télécom Paris · Palaiseau, France · Oct 2025 – present
Doctoral Student / Study Engineer
Gustave Eiffel University · Champs-sur-Marne, France · Jan 2025 – Apr 2025
  • Employed as a study engineer within an extension contract for doctoral studies
Doctoral Student
IRT SystemX · Palaiseau, France · Dec 2021 – Nov 2024
  • Employed as a doctoral student within the “confiance.ai” program, in collaboration with Gustave Eiffel University and University of Toulouse
Research Intern
CREST/ENSAE · Palaiseau, France · Jul 2021 – Oct 2021
  • Topic: Fairness-Adjustment Methods for Regression
Machine Learning Engineer
labz.ai · Yerevan, Armenia · Dec 2018 – Aug 2020
  • Data analysis and predictive modeling across data mining, image processing, NLP, and recommender systems projects; delivered models as APIs and Docker images
Machine Learning Lecturer
Zil Academy · Yerevan, Armenia · Jan 2020 – Apr 2020
  • Taught common machine learning algorithms and their implementation in Python on real datasets
Secondary School Teaching Assistant
Quantum College · Yerevan, Armenia · Mar 2019 – Apr 2019
  • Algebra and geometry; mandatory internship for the Bachelor’s degree curriculum

Languages