Teaching Portfolio

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Academic Career · 2010 – Present

Institutions

85+

Courses

15+

Years

Domains

2K+

Students

2010–2013

ESPRIT

2014–2015

U. de Moncton

2015–2019

MCIT

2015–2021

ÉTS

2019–Now

CDI College

2019–2021

Canada College

2019–2020

Gaspésie

2021–Now

Rosemont

2021–Now

Maisonneuve

2024

Universel

2023–Now

Bois-de-Boulogne

2024–Now

CDI – AI & DS

2026

Vanier College

ESPRIT – École Supérieure Privée d'Ingénierie et de Technologies

2010 – 2013 · Engineering School · Tunis, Tunisia
esprit.tn

JAVA

Java Programming

Core Java, multithreading, collections, I/O streams, exception handling, JVM architecture.

Programming

OOP

Object-Oriented Programming

Classes, inheritance, polymorphism, encapsulation, abstraction, design principles, UML modeling.

Programming

WEB SERVICES

Web Services (SOA / REST)

Service-oriented architecture, RESTful APIs, SOAP, WSDL, service integration patterns.

Web Services

WEB DEV

Web Development

Front-end and back-end fundamentals, HTML/CSS/JavaScript, server-side rendering, dynamic pages.

Web

LARAVEL

Laravel Framework

MVC architecture, Eloquent ORM, routing, middleware, Blade templates, authentication, migrations.

PHP Framework

SYMFONY

Symfony Framework

Bundles, Doctrine ORM, Twig templating, forms, security components, API platform development.

PHP Framework

Université de Moncton

2014 – 2015 · University · Moncton, NB, Canada
umoncton.ca

GELE2112

Electrical Circuits Laboratory

Supervised hands-on lab sessions in analog and digital circuit analysis. Students performed structured experiments on DC/AC circuits including Kirchhoff's voltage and current laws, Thévenin and Norton equivalent circuits, superposition theorem, RC/RL/RLC transient and steady-state responses, resonance phenomena, and power factor correction. Instruction covered proper use of oscilloscopes, digital multimeters, function generators, and bench power supplies. Emphasis on experimental methodology, precision measurement techniques, data acquisition, error analysis, and professional lab reporting. Based on "Experiments in Electric Circuits" (Stanley, Brian H.).

Electrical Engineering Lab

École de Technologie Supérieure (ÉTS)

2015 – 2021 · University · Montreal · concurrent with MCIT
etsmtl.ca

ELE747

Image Analysis and Processing

Digital image analysis and computer vision: modeling, preprocessing, filtering, enhancement, segmentation, feature extraction, and interpretation pipelines.

AI & Computer Vision

ELE116

Software Development Environment

Production-grade Java: SOLID principles, MVC, Factory, Strategy, Singleton, DAO. Clean code, testing, debugging, version control, professional delivery.

Software Engineering

ELE795

End Study Project

Supervised student engineering capstone projects at university level.

Project Supervision

Montreal College of Information Technology

2015 – 2019 · College · Montreal
montrealcollege.ca

420-WD1-UM

Web Design & UX/UI

Web architecture, UX/UI basics, responsive design, HTML/CSS, Bootstrap, practical mockup development.

Web Development

420-WD2-UM

OOP & Version Control

Git/GitHub workflows, branching, cloning. Core OOP: classes, constructors, fields, properties.

Software Engineering

420-WD3-UM

Responsive Web Dev (HTML/CSS/JS)

HTML5, CSS3, media queries, JavaScript fundamentals, DOM manipulation, responsive interactive pages.

Web Development

420-WD4-UM

Databases: PHP & MySQL

PHP programming, MySQL fundamentals, form processing, authentication, CRUD applications.

Databases

420-AN8-UM

Android Application Development

Full lifecycle: activities, fragments, intents, UI components, sensors, GPS, persistence, services, multithreading.

Mobile

CDI College

2019 – Present · College · Montreal
cdicollege.ca

420-P01/P02-ID

Object-Oriented Programming 1 & 2

OOP fundamentals and advanced concepts, structured problem solving.

Programming

420-DW1/DW2-ID

Web Development 1 & 2

Full web development from basics to advanced. Web animation.

Web

420-BD1/BD2-ID

Databases 1 & 2 + Data Processing

Relational databases, SQL programming, data processing workflows.

Databases

420-DM1/DM2-ID

Mobile Development 1 & 2

Mobile application development from fundamentals to advanced.

Mobile

420-DCS/PWB-ID

Server-Side & Web Programming

Server-side web development and web programming techniques.

Web

420-1NF-ID

Cloud Computing & New Technologies

Cloud infrastructure and emerging technology exploration.

Cloud

420-P11/P12/PFE-ID

Integration & Capstone Projects

Integration projects (OOP, Web) and end-of-studies capstone.

Capstone

Canada College

2019 – 2021 · College · Montreal
canadacollege.ca

410-CC1-GC

e-Commerce

Digital market fundamentals, online business models, international e-commerce practices, commerce software tools.

Business IT

410-AA3-GC

Administrative Application Tools

Word, Excel, PowerPoint, communication tools, workflow automation, business communication.

Productivity

420-BD3/BD4/BD5/BD6-GC

Database Track (4 courses)

Relational databases, SQL programming, advanced DB programming, database server administration.

Databases

Cégep de la Gaspésie et des Iles

2019 – 2020 · CEGEP · Montreal Campus
cegepgim.ca

420-CC3-GA

Programming in a Graphical Environment

GUI programming and graphical application development.

Programming

420-ENR/ENS-MT

Mobile Programming I & II

Complete mobile development sequence from fundamentals to advanced.

Mobile

420-CA5-GA

Game Development

Game programming and interactive application development.

Games

420-CM4-GA

Mobile Application Programming

Advanced mobile application programming and deployment.

Mobile

Cégep de Rosemont

2021 – Present · CEGEP · Montreal · Current
crosemont.qc.ca

420-J05/J25-RO

Programming 1 & 2

Algorithmic reasoning, OOP, modular architecture, unit testing, code quality, maintainability.

Programming

420-B34-RO

Software Application Dev (Project)

End-to-end team delivery: requirements, architecture, implementation, validation, demo.

Software Engineering

420-J15/J24/985/A34-RO

Database Track (4 courses)

Modeling, normalization, SQL, stored procedures, indexing, optimization, enterprise architecture, HA.

Databases

420-J35/J45-RO

Big Data 1 & 2

Ingestion pipelines, distributed processing, scalable analytics, data governance, deployment.

Big Data & AI

420-J04/J44-RO

Data Valorization (AI)

Data prep, exploratory analysis, feature engineering, full data-to-value pipeline, stakeholder communication.

Big Data & AI

420-AB4/B55-RO

Linux OS & System Administration

CLI, file/process management, scripting, service governance, automation, security hardening.

Systems

420-AH3/AJ5-RO

Cloud & Web Services Deployment

Cloud models, scalability, DNS, mail flow, security controls, monitoring routines.

Cloud

420-B05/AZ3/B16/B35-RO

GUI & Hypermedia Dev (4 courses)

Event-driven GUI, hypermedia navigation, client-server integration, routing, state management, accessibility.

Web & GUI

420-A44-RO

Application Quality

Test strategies, test plans, validation criteria, defect analysis, continuous improvement.

Quality

420-S6G/S7G/S8G/S9F-RO

Internship Supervision (4 tracks)

Programming internship, industry integration, workplace readiness, professional practice and conduct.

Internships

Collège de Bois-de-Boulogne

2023 – Present · CEGEP · Montreal · Current
bdeb.qc.ca

420-A57-BB

Building an AI Ecosystem

End-to-end AI lifecycle: architecture, model governance, integration strategy, validation, deployment pathways, continuous improvement.

AI & ML

420-A59-BB

Reinforcement Learning

MDP formulation, reward design, exploration-exploitation, value/policy methods, convergence, reproducible analysis.

AI & ML

420-A58-BB

Unsupervised Learning

Clustering, dimensionality reduction, anomaly detection, feature-space interpretation, model selection without labels.

AI & ML

420-D07-BB

Distributed Processing Systems

Partitioning, orchestration, fault tolerance, consistency trade-offs, observability, throughput optimization.

Distributed Systems

420-N11-BB

Cloud Computing Services

Service models, deployment workflows, provisioning, resource management, reliability engineering.

Cloud

420-D30/D10-BB

Data Solutions Dev & Deployment

End-to-end data pipelines: ingestion, transformation, orchestration, MLOps, production reliability.

Data Engineering

420-T19-BB

IoT Data Analytics

IoT data acquisition, cleaning, KPI development, analytical storytelling, decision-support reporting.

IoT & Analytics

420-A63-BB

Capstone Project

Full solution lifecycle: scope, planning, implementation, validation, milestones, professional defense.

Capstone

Collège de Maisonneuve

2021 – Present · CEGEP · Montreal · Current
cmaisonneuve.qc.ca

420-941-MA

Web Services (REST / GraphQL)

API design, endpoint validation, error modeling, authentication, idempotency, documentation.

Web Services

420-3D3-MA

OOP & Design Patterns (2 sections)

SOLID, Factory, Strategy, Singleton. Interface-driven development, refactoring, architecture clarity.

Software Engineering

420-942/951/952-MA

Desktop, Web & Mobile Apps

Desktop (MVC), transactional web (data integrity), mobile (lifecycle, async, services).

Application Dev

420-931/4D6/21E-MA

Front-End & Client Apps

Components, state management, accessibility, CI/CD readiness, reproducible dev environments.

Web

420-5D1-MA

Flutter Capstone Project

Full product cycle: architecture, widgets, state management, API consumption, defense.

Mobile / Flutter

420-911/AL2/AL3-MA

OS & Linux (3 levels)

Process control, CLI, scripting, service governance, automation, production hardening.

Systems

420-2C7/AR3/3R2/4R2/3R3-MA

Networks & Protocols (5 courses)

LAN, protocol dynamics, services, enterprise integration, troubleshooting, reliability.

Networks

420-5R4/2C4/CC3-MA

Cybersecurity (3 levels)

Infrastructure security, hardening, risk analysis. Intro cybersecurity. Broad literacy course.

Security

420-AP3/960/6D8/6R8-MA

Internship Supervision (6 tracks)

App dev, infra/security placements, workplace study, internship search coaching.

Internships

Vanier College

2026 · CEGEP · Montreal · Current
vaniercollege.qc.ca

MEQ 1

AI Model Deployment

End-to-end ML model deployment: containerization (Docker), serving infrastructure, model monitoring, versioning, CI/CD pipelines for ML, production-readiness validation, scalability patterns. 75 hours — March 9 to July 23, 2026 (Mondays & Thursdays).

AI & MLOps

DM PROJECT

Data Mining Project

Applied data mining capstone: problem formulation, data preparation, exploratory analysis, pattern extraction, feature engineering, model selection, evaluation metrics, and professional deliverables.

Data Mining

Collège Universel

Summer 2024 · College · Montreal
collegeuniversel.ca

420-3A2-UC

Information Security Prevention

Enterprise risk prevention, threat identification, attack-surface reduction, layered defense, governance, identity management, vulnerability lifecycle.

Cybersecurity

420-E15-UC

Software & Application Security (2 sections)

Secure SDLC, threat modeling, REST/GraphQL security, authentication, cryptography, CI/CD security gates, dependency analysis.

Cybersecurity

CDI College — AI & Data Science Program

2024 – Present · College · Montreal · Current
cdicollege.ca

420-APA-ID

Machine Learning

Supervised/unsupervised learning, model training, evaluation, scikit-learn, feature engineering, cross-validation.

AI & ML

420-APP-ID

Deep Learning

Neural networks, CNNs, RNNs, transfer learning, PyTorch/TensorFlow, model optimization, GPU training.

AI & ML

420-1A1/1A2/1A3-ID

Business Intelligence (3 levels)

Statistics, predictive/prescriptive analytics, expert systems, R, Power BI, decision support.

Analytics

420-0RS/TP1/TP2-ID

Data Science Programming

Python, Pandas, NumPy, Jupyter, data wrangling, Hadoop, Big Data workflows, distributed processing.

Data Science

420-VD1/VD2-ID

Data Visualization 1 & 2

Dashboards, storytelling, Power BI Desktop, DAX language, Power Query, M language, interactive reports.

Visualization

420-P00/DA1/DA2-ID

OOP & App Development

Object-oriented programming, full-stack application design, API integration, deployment patterns.

Programming

420-B1A/S1A/DCS-ID

DB, OS & Server-Side Dev

SQL Server 2019, Transact-SQL, Linux fundamentals, PHP/MySQL/JS dynamic web applications.

Infrastructure

420-P1A/PFA-ID

Integration & Final Projects

End-to-end AI/data solution, capstone: problem framing, implementation, defense, professional deliverables.

Capstone