Yassin El Jakani.
Portrait of Dr. Yassin El Jakani

Hi, I'm Yassin El Jakani.

I bring <AI/> to the edge, and I teach it.

I research at the intersection of artificial intelligence and the edge, building QoS-aware IoT and edge systems, and I teach what I learn. Affiliated with the Faculty of Sciences at Université Ibn Zohr · LabSIV . Alongside research and teaching, I speak at developer conferences and help make digital skills accessible across Souss-Massa.

PhD in AI & IoTAssistant Professor @ FS AgadirEdge AI & IoTConference Speakervolunteering at Sciencespourtous.net
Open to collaboration • Research · Speaking.

Research

Edge, IoT & deep learning

Designing compact deep-learning models for resource-constrained edge and IoT hardware.

Cross-layer QoS prediction

Predicting and balancing conflicting quality-of-service metrics across IoT network stacks.

IoT & physical-layer security

Improving physical-layer security in IoT using deep sequence models.

Federated learning & IoT

Edge intelligence, federated learning, and semantic communication for the device–edge–core hierarchy of IoT networks.

Positions

Faculty of Sciences, Université Ibn Zohr

Assistant Professor · Maître de Conférences

Full-time
Agadir, Morocco
2025 - Present

LabSIV, Université Ibn Zohr

Doctoral Researcher

PhD
Agadir, Morocco
2021 - 2025

Research output

Publications

5 selected
Journal Ad Hoc Networks (Elsevier) 2025

Predicting diverse QoS metrics in IoT: An adaptive deep learning cross-layer approach for performance balancing

Yassin El Jakani, Abdellah Boulouz, Craig Thomson

Q1First authorIF 4.4 · CiteScore 10.2
Deep LearningIoT QoSIEEE 802.15.4Bayesian Optimization
Book chapter Springer, Advances in Machine Intelligence & CS Applications 2023

Physical Layer Parameters for Jamming Attack Detection in VANETs: A Long Short Term Memory Approach

Yassin El Jakani, Abdellah Boulouz, Said El Hachemy

First author
VANETSecurityLSTMJamming Detection
Book chapter 2023

A Nearest Neighbor-Based Hamiltonian Clustering Algorithm

Said El Hachemy, Abdellah Boulouz, Yassin El Jakani

ClusteringUnsupervised Learning
Book chapter 2023

Energy-efficient Next Hop Selection for Topology Creation in Wireless Sensor Networks

Said El Hachemy, Abdellah Boulouz, Yassin El Jakani

WSNEnergy EfficiencyRouting
Conference ITM Web of Conferences (ICAIE'2022) 2022

Performances prediction in Wireless Sensor Networks: A survey on Deep learning based-approaches

Yassin El Jakani, Abdellah Boulouz, Mohamed Ben Salah, Said El Hachemy

Open accessFirst author
WSNDeep LearningSurvey

Speaking

Talks & Conferences

5 talks Devoxx · DevFest · GDSC
Devoxx Morocco 2025 2025

Edge AI, Federated Learning, and IoT: Perfect Match?

Marrakech · Nov 2025

Second time on the Devoxx stage, exploring the synergies between Edge AI, federated learning, and IoT at the edge.

Devoxx Morocco 2024 2024

Risk Management: Elevate Your Defense with NIST Cybersecurity Framework 2.0

Palm Plaza, Marrakech · Oct 2024

A practical walkthrough of NIST CSF 2.0 for security and risk management.

DevFest El Jadida 2024 2024

Edge AI, Federated Learning, and IoT: Perfect Match?

ENSA El Jadida

On interoperability in IoT and how Edge AI and federated learning fit together.

DevFest On Campus Souss-Massa 2023

Introduction to LLMs & AI understanding

Cité de l'Innovation, Agadir

Demystifying large language models for a mixed audience of students and developers.

GDSC Université Ibn Zohr 2021–2022

ML foundations: Information Theory & Convolutional Neural Networks

ML Ready · 30 Days of ML

A series of community machine-learning sessions, several delivered in Darija.

Recognition

Prizes & Awards

2025 Faculty of Sciences, Université Ibn Zohr

PhD, distinction « Very Honorable »

Thesis: “Deep learning and parametric analyses applied to the Internet of Things: a cross-layer approach for QoS prediction and security in IoT networks.” Defended 21 June 2025.

2022 Huawei · Cairo ICT

First runner-up, Huawei Developer Competition, Northern Africa

Among 110+ academic and industry teams; top 11 in Northern Africa. An AI + cloud solution for education in Morocco, built with Said El Hachemy.

2022 Huawei ICT Academy · Université Ibn Zohr

Huawei ICT Competition, Cloud Track, representing Morocco

Represented FS Agadir / UIZ in the Northern Africa regional phase across cloud, big data, and AI; recognised at the Digitech Ecosystem Summit (Skhirat).

2022 Huawei

Selected participant, Huawei Seeds for the Future (Morocco)

Among the country's elite ICT talents. Tech4Good team “Goal Diggers” built an AI + IoT + Cloud assistant supporting people living with dementia.

2023 MoroccoAI × Al Akhawayn University

Selected participant, MoroccoAI Summer School

One of 50 selected from Morocco's AI community; hands-on work on LLMs for flipped learning (Transformers, NLP, TinyML, GNNs, federated learning).

Teaching & Mentoring

My teaching connects fundamentals with practice, moving students from concepts to implementation through programming, hands-on labs, projects, and real examples from AI, IoT, cloud, and cybersecurity.

Courses

Programmation Python

Faculty of Sciences, Agadir

Gestion des réseaux

ENSA, Agadir

Travaux pratiques C / C++

Faculty of Sciences, Agadir

Beyond the classroom

Student mentoring & graduation-project (PFE) juries at FS Agadir

Oracle campus tour, PFE pipeline & certification guidance

Huawei ICT Competition workshops & certification pathways

Credentials

Certifications

9 credentials AI, Cloud, Networks

TensorFlow Developer Certificate

TensorFlow / Google

Google Data Analytics Professional Certificate

Google / Coursera

Deep Learning Specialization

DeepLearning.AI / Coursera

HCIA-AI

Huawei ICT Academy

HCIA-Cloud Services

Huawei ICT Academy

HCIA Routing & Switching

Huawei ICT Academy

HCIA-5G

Huawei ICT Academy

Cloud Big Data & Machine Learning

Google Cloud / Coursera

Intro to IoT & Embedded Systems

UC Irvine / Coursera

Education

Degree

PhD in Computer Science, Deep learning & cross-layer analyses for QoS prediction and security in IoT networks

Distinction « Very Honorable » · defended 21 June 2025

Community & Outreach

Through Sciences Pour Tous, I help run volunteer-driven programs that bring coding, robotics, and scientific orientation to young learners.

Youth Coding Days

Mentor & organiser

  • Multiple editions across Souss-Massa (Aoulouz, Ouijane/Tiznit, CISM) teaching Python, C, Arduino and robotics to young learners, free, with certificates.

Agadir Smart City Meeting (ASCM)

Organiser & contributor

  • A volunteer-driven civic-tech platform on smart cities, IoT, and cybersecurity awareness, bringing experts and citizens together in Agadir.

Caravane du Numérique

Contributor

  • Coding workshops and educational orientation, democratising digital skills beyond major cities.

Orientation Pour Tous

Contributor

  • Guidance sessions helping young students navigate post-baccalaureate study and career paths in science and technology.