YK

Yasmina Kheddache Ph.D

Available to hire

I am a specialist in data science and artificial intelligence with deep expertise in developing advanced machine learning, signal processing, and telecommunications solutions.

About

I am a specialist in data science and artificial intelligence with deep expertise in developing advanced machine learning, signal processing, and telecommunications solutions. I excel at transforming complex data into actionable insights to optimize decision-making and have extensive experience in advanced modeling such as AI, NLP, and Computer Vision, along with deploying AI pipelines.

I am passionate about continuous learning, scientific communication, and responsible AI practices that emphasize ethics, explainability, robustness, data security, and operational efficiency. My background combines rigorous research with practical AI deployment, making me adaptable and collaborative in evolving technical environments.

  • 6 years' experience
  • Joined July 2025

Languages

  • FrenchAdvanced
  • EnglishIntermediate
  • ArabicFluent

Industry experience

  • Software & Internet
  • Healthcare
  • Education
  • Telecommunications
  • Professional Services

Work experience· 6 roles

Stagiaire Vision - Détection de désinformation multimodale · Centre de Recherche Informatique de Montréal (CRIM)Dec 2025 – Jul 2025

Implemented multimodal fake news detection pipelines using prompting with GPT, BERT, CLIP, ResNet. Conducted preprocessing and cleaning of large multimodal datasets, performed experimental analyses on various datasets, evaluated model performances and limitations, and presented results at a conference contributing to a scientific publication.

Stagiaire Vision - Détection de désinformation multimodale · Centre de Recherche Informatique de Montréal (CRIM)Dec 2025 – Jul 2025

Implemented multimodal fake news detection pipelines using GPT, BERT, CLIP, and ResNet. Performed preprocessing and cleaning of large multimodal datasets, experimental analysis on various databases, and evaluated model performances and limitations. Presented results at conferences and contributed to scientific publications.

Assistant de recherche et Auxiliaire d'enseignement · ÉTS, MontréalDec 2021 – Jul 2025 · 3 yrs 8 mos

Conducted research on developing an early diagnostic system for newborn pathologies using audio data. Developed predictive models from audio datasets, wrote scientific articles, participated in grant applications, and supervised laboratories and tutorials for signal processing courses.

Assistant de recherche et Auxiliaire d'enseignement · ÉTS, MontréalDec 2021 – Jul 2025 · 3 yrs 8 mos
Maître de Conférences · Université Ziane Achour et École Polytechnique d'AlgerDec 2018 – Jul 2025 · 6 yrs 8 mos
Maître de Conférences · Université Ziane Achour et École Polytechnique d'AlgerDec 2018 – Jul 2025 · 6 yrs 8 mos

Education· 6

Doctorat · ÉTS, Montréal2010 – 2014
Mastère spécialisé · ENSEA, Paris2002 – 2003
Diplôme d’Ingénieur · USTHB, Alger1992 – 1997
Doctorat · ÉTS, Montréal2010 – 2014

Certifications and awards

DESS Apprentissage Automatique2023 – 2025
Stage Postdoctoral (Apprentissage Automatique et traitement du signal)2014 – 2015
DESS Apprentissage Automatique2023 – 2025
Stage Postdoctoral (Apprentissage Automatique et traitement du signal)2014 – 2015

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