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.

Yasmina Kheddache Ph.D

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.

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. 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.

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Experience Level

Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Language

French
Advanced
English
Intermediate
Arabic
Fluent

Work Experience

Stagiaire Vision - Détection de désinformation multimodale at Centre de Recherche Informatique de Montréal (CRIM)
December 31, 2025 - July 21, 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 at ÉTS, Montréal
December 31, 2021 - July 21, 2025
Conducted research on developing early diagnostic systems for newborn pathologies using audio data. Developed predictive models from audio signals, wrote scientific papers, participated in grant applications, and supervised labs and tutorials for signal processing courses.
Maître de Conférences at Université Ziane Achour et École Polytechnique d'Alger
December 31, 2018 - July 21, 2025
Taught electrical engineering at undergraduate and graduate levels. Prepared teaching materials and assessments. Engaged in research activities and student mentorship.
Stagiaire Vision - Détection de désinformation multimodale at Centre de Recherche Informatique de Montréal (CRIM)
December 31, 2025 - July 21, 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.
Assistant de recherche et Auxiliaire d'enseignement at ÉTS, Montréal
December 31, 2021 - July 21, 2025
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.
Maître de Conférences at Université Ziane Achour et École Polytechnique d'Alger
December 31, 2018 - July 21, 2025
Taught electrical engineering courses at undergraduate and graduate levels. Prepared course materials and assessments. Engaged in research activities and supervised students.

Education

Doctorat at ÉTS, Montréal
January 1, 2010 - December 31, 2014
Mastère spécialisé at ENSEA, Paris
January 1, 2002 - December 31, 2003
Diplôme d’Ingénieur at USTHB, Alger
January 1, 1992 - December 31, 1997
Doctorat at ÉTS, Montréal
January 1, 2010 - December 31, 2014
Mastère spécialisé at ENSEA, Paris
January 1, 2002 - December 31, 2003
Diplôme d’Ingénieur at USTHB, Alger
January 1, 1992 - December 31, 1997

Qualifications

DESS Apprentissage Automatique
January 1, 2023 - December 31, 2025
Stage Postdoctoral (Apprentissage Automatique et traitement du signal)
January 1, 2014 - December 31, 2015
DESS Apprentissage Automatique
January 1, 2023 - December 31, 2025
Stage Postdoctoral (Apprentissage Automatique et traitement du signal)
January 1, 2014 - December 31, 2015

Industry Experience

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