{"id":1422,"date":"2023-07-11T23:16:16","date_gmt":"2023-07-11T23:16:16","guid":{"rendered":"https:\/\/lincslab.ca\/?page_id=1422"},"modified":"2026-04-21T14:54:12","modified_gmt":"2026-04-21T18:54:12","slug":"members","status":"publish","type":"page","link":"https:\/\/lincslab.ca\/en\/members\/","title":{"rendered":"Members"},"content":{"rendered":"\t\t
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Prof. Soumaya Cherkaoui<\/b>\u200b<\/h4>

Full professor at the department of computer engineering and software engineering, Polytechnique Montr\u00e9al. Read full biography, research and publications…<\/span><\/a><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\"\"<\/figure>
Deema H. Tashman, PhD<\/b><\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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A postdoctoral fellow at Polytechnique Montreal, specializing in reinforcement learning, physical layer security<\/strong>, cognitive radio networks (CRN<\/strong>), and energy harvesting<\/strong>.
My research focuses on developing novel approaches and algorithms to enhance the performance and security<\/strong> of wireless communication systems, with a particular emphasis on applying reinforcement learning techniques<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Irfan Azam, PhD<\/b><\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Postdoctoral Fellow at Polytechnique Montr\u00e9al. Currently investigating novel resource allocation techniques for 6G terrestrial and non-terrestrial networks. My research interests include Non-orthogonal Multiple Access (NOMA), Massive Multiple-Input Multiple-Output (mMIMO), Reconfigurable Intelligent Surfaces (RIS), and Integrated Sensing and Communication (ISAC).<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Muddasir Rahim, PhD<\/b><\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Postdoctoral Fellow at \u00c9cole Polytechnique Montr\u00e9al, focusing on efficient resource allocation<\/strong> for intelligent reconfigurable surface-assisted integrated terrestrial and non-terrestrial networks<\/strong>. My broader research interests include Cognitive Radio Networks (CRN), Device-to-Device (D2D) communication, Wireless Sensor Networks (WSN), Industrial IoT,\u00a0 coexistence of enhanced Mobile Broadband (eMBB) and Ultra-Reliable Low-Latency Communications (URLLC), Intelligent Reconfigurable Surfaces (IRSs), Matching Theory, and Terahertz (THz) communications.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Remon Polus, PhD<\/b><\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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A postdoctoral fellow at Ecole Polytechnique Montreal. My research interests include 5G\/6G<\/strong> systems and resource allocations for next generation Non Terrestrial Networks (NTN)<\/strong>.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Graduate Researchers<\/span><\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Fatemeh Rostamian, MSc<\/b><\/h5>

PHD.CANDIDATE<\/b><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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I am working on secure and efficient communication technologies for Beyond 5G and 6G<\/strong> wireless networks. My research focuses on enhancing the security of O-RAN<\/strong> architectures through the application of machine learning and post-quantum cryptography<\/strong>.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Keyela Patatchona, MSc<\/b><\/h5>

PHD.CANDIDATE<\/span><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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In my reserach, I have been actively exploring the application of AI<\/strong> in the telecommunications<\/strong> sector. My focus centers on the intelligent optimization<\/strong> of resource allocation<\/strong> in Open Radio Access Networks<\/strong>, employing ML<\/b>\u00a0and quantum<\/strong> algorithms.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Melek Krichen, MSc<\/b><\/h5>

PHD.CANDIDATE<\/span><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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In my research, I focus on enhancing anomalies detection<\/strong> in the propagation of 5G network<\/strong> using the Quantum Machine Learning<\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Mira Chandra Kirana, MSc<\/b><\/h5>

PHD.CANDIDATE<\/b><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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I thrive to devise novel Artificial Intelligence (AI)<\/b> techniques for instilling more reliability<\/b> and self-adaptation of beyond 5G\/6G<\/b> wireless networks.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Mohamed Reza Gerami, MSc<\/b><\/h5>

PHD.CANDIDATE<\/span><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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My work lies at the intersection of cybersecurity<\/strong> and network security<\/strong>, with a current focus on developing cryptographic methods resilient to quantum-era threats<\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Samar Abdelghani, MSc<\/b><\/h5>

PHD.STUDENT<\/b><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u00a0My research interests encompass ML<\/strong>, privacy-aware federated learning<\/strong>, and quantum computing<\/strong>. Currently, I’m interested in exploring how quantum computing can be leveraged to enhance distributed learning<\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Wajdi Hammami, MSc<\/b><\/h5>

PHD.STUDENT<\/span><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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I am a cybersecurity <\/b>specialist\u00a0 with telecommunication <\/b>background. My research focuses on exploring the world of quantum machine learnin<\/b>g to detect network anomalies<\/b>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Wissal Hamhoum, MSc<\/b><\/h5>

PHD.CANDIDATE<\/span><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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I am engaged in a captivating research project where we leverage quantum machine learning<\/b> to detect network anomalies, unlocking new possibilities for enhanced network security<\/b>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Research Interns<\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Hassib Kevin Ezzedine\u200b<\/b><\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Recipient of the Polytechnique UPIR scholarship<\/strong> for research in ML. My research project will focus on fine tuning Vehicular Networks misbehavior detection.<\/span><\/p>

\u00a0<\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\"\"<\/figure>
\u200bRaphael Abderrahmani <\/b><\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Currently\u00a0 studying software engineering at Polytechnique Montr\u00e9al. My research project will focus on detecting misbehaviour in Vehicular Networks.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Research Assistant<\/span><\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Maha Mubarak\u200b<\/b><\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Currently pursuing my MSc in computer engineering at Polytechnique Montr\u00e9al<\/strong>. I\u2019m passionate about how telecommunications, IoTs, DevOps, and ML can come together to create intelligent, secure, and reliable systems.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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People Faculty Prof. Soumaya Cherkaoui\u200b Full professor at the department of computer engineering and software engineering, Polytechnique Montr\u00e9al. Read full biography, research and publications… Linkedin Post-doctoral Researchers Deema H. Tashman, PhD About me A postdoctoral fellow at Polytechnique Montreal, specializing in reinforcement learning, physical layer security, cognitive radio networks (CRN), and energy harvesting.My research focuses […]<\/p>\n","protected":false},"author":15,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"unboxed","site-sidebar-style":"unboxed","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-1422","page","type-page","status-publish","hentry"],"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"Wissal Hamhoum","author_link":"https:\/\/lincslab.ca\/en\/author\/wissal-hamhoum\/"},"rttpg_comment":0,"rttpg_category":null,"rttpg_excerpt":"People Faculty Prof. Soumaya Cherkaoui\u200b Full professor at the department of computer engineering and software engineering, Polytechnique Montr\u00e9al. Read full biography, research and publications… Linkedin Post-doctoral Researchers Deema H. Tashman, PhD About me A postdoctoral fellow at Polytechnique Montreal, specializing in reinforcement learning, physical layer security, cognitive radio networks (CRN), and energy harvesting.My research focuses…","_links":{"self":[{"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/pages\/1422","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/comments?post=1422"}],"version-history":[{"count":934,"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/pages\/1422\/revisions"}],"predecessor-version":[{"id":7929,"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/pages\/1422\/revisions\/7929"}],"wp:attachment":[{"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/media?parent=1422"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}