Ayoub Lahlouh

Ph.D. in Geography | Postdoctoral Researcher | AI & GIS for Urban Health

Integrating AI, Machine Learning, and GIS for public urban health monitoring and climate-resilient smart cities

About Me

Professional Overview

Ph.D. in Geography with highest honors, currently serving as a Postdoctoral Researcher at UM6P's Center of Urban Systems. Specializing in the integration of Artificial Intelligence, Machine Learning, and Geographic Information Systems for urban public health surveillance and climate-resilient smart city development.


My research focuses on developing geospatial analytics and AI-driven tools for health risk modeling, service access optimization, and data-driven urban policy in Morocco. Previously served as a university lecturer and freelance geospatial data analyst, bringing practical experience to academic research.

Contact Information

Location: Tetouan, Morocco 93200

Phone: +212 703 831 453

Email: ayoubla3@gmail.com

University Email: ayoub.lahlouh@etu.uae.ac.ma

Website: carto.ma

LinkedIn: View Profile

Education

Ph.D. in Geography

Abdelmalek Essaadi University, Tetouan, Morocco

January 2019 - November 2023

Laboratory: Regional Planning and Territorial Development

Dissertation: The Relationship between Geographic Information and Digital Transformation in Establishing Good Governance and Supporting Local Development in the M'diq Collectivity

Grade: Graduated with Highest Honors

Master's in Territorial Development Engineering

Geography Department, Abdelmalek Essaadi University

November 2015 - October 2018

Topic: Building a Geographic Information System for Diagnosing the Reality of Urban Transport: The Case of M'diq Municipality

Achievement: Received Award of Excellence

Bachelor of Arts in Geography

Ibn Zohr University, Agadir, Morocco

September 2012 - July 2015

Topic: Urban Planning in Guelmim City: Between Planning and Social Dimension

Professional Experience

Postdoctoral Researcher - Urban Systems

UM6P - Center of Urban Systems (CUS)

August 2025 - Present | Ben Guerir, Morocco

  • Research on AI/ML integration in urban public health and smart city systems
  • Spatial modeling for health risk, service access, and urban resilience
  • Development of geospatial tools for data-driven urban policy
  • Collaboration across data science, public health, and planning
  • Publication and supervision in geospatial and urban analytics

University Lecturer

Master's in Space, Environment, and Sustainable Development

November 2024 - July 2025 | Abdelmalek Essaadi University

  • Soft Skills and Methodology of University Working (50 H)
  • Smart Cities (50 H)

Geospatial Data Analyst

Freelance

March 2019 - December 2024

  • Visual Creation: Digital mapping, interactive infographics, and cartographic production
  • Data Analysis: SQL, Tableau, Power BI for business reports and statistical analyses
  • Database Management: Design and update of geographic information databases
  • GIS Expertise: Modeling, spatial and network analysis, data format conversion

Geospatial Data Analyst & Digital Marketing

Assafar Abldy Coop, Tiznit, Morocco

January 2021 - December 2024

  • Created delivery maps to optimize logistics and distribution efficiency
  • Developed Tableau dashboards for performance monitoring
  • Managed digital campaigns and social media strategy
  • Built management systems using Google Sheets integrated with Tableau

GIS Specialist

Municipality of M'diq, Morocco

January 2018 - December 2022

  • Geospatial analysis and mapping of local assets and land boundaries
  • Beach planning for M'diq-Fnideq and addressing system implementation
  • Road safety mapping and GIS database management
  • Technical documentation and process optimization

Publications & Research

2025 Publications

Lahlouh, A., Ben Driss, N. (2025) - GGT Journal, DOI: 10.34874/PRSM.GGT-2025.V2.N1.4096
Published
Lahlouh, A., Ben Driss, N., Boussaboun, K., & Nouamane Maghchich, M. (2025) - International Journal of Research and Innovation in Social Science
Published
Lahlouh, A., Ben Driss, N. (2025) - GeoSAT'25 International Conference, Tangier, Morocco
Conference Paper
Towards Climate-Adaptive Urban Health Surveillance: Integrating AI and IoT for Moroccan Smart Cities
Lahlouh, A., Chenal, J., Ebnou Abdem, S. A., Almouctar, M. A. S., Bounabi, M., & Brahmi, R. (2025) - 2nd Edition of Mediterranean Smart Cities Conference, Abdelmalek Essaadi University, Morocco, October 2025
Conference Paper
Lahlouh, A., Ben Driss, N. (2025) - E3S Web of Conferences, Volume 607, Article 05003
Published
GeoAI in Smart-City Traffic and Urban-Growth Modelling: A Systematic Review (2015-2025)
Lahlouh, A. (2025)
In Review
Machine-Learning Early-Warning Model for Climate Sensitive Health Risks in Morocco Using Google Trends
Lahlouh, A. (2025)
In Review
Lahlouh, A. (2025) - Course Material
Teaching Resource

2024 Publications

Lahlouh, A., Ben Driss, N., & Cheikh, S. (2024) - Applying Remote Sensing and GIS for Spatial Analysis and Decision-Making, IGI Global
Published
Lahlouh, A., & Ben Driss, N. (2024) - Atlantis Magazine, 33, E-ISSN: 2820-7416
Published
Lahlouh, A., Ben Driss, N., & Cheikh, S. (2024) - Scientific Research Days of Abdelmalek Essaadi University (JRS UAE 2024)
Conference Paper
Cheikh, S., & Lahlouh, A. (2024) - Scientific Research Days of Abdelmalek Essaadi University (JRS UAE 2024)
Conference Paper
Lahlouh, A., Ben Driss, N. (2024) - 6th International Conference of GIS Users for Territorial Development and Decision-Making, Errachidia, Morocco
Conference Paper
Lahlouh, A., Ben Driss, N. (2024) - RGS-IBG Annual International Conference, Imperial College London, United Kingdom
Conference Paper
Cannabis Cultivation in the Tetouan Region: Spatial Distribution and Socio-Economic and Environmental Impacts
Boussaboun, K., & Lahlouh, A. (2024) - La culture du kif dans le nord du Maroc: Mutations et perspectives, Faculty of Letters and Human Sciences, Moulay Ismail University, Meknes
Published

Earlier Publications (2021-2023)

Unlocking the Potential of Geoportals in Improving Public Service Quality for the M'diq Collectivity
Lahlouh, A., Ben Driss, N. (2023) - International Colloquium "Geomatics in the Service of Territorial Planning (GeoSAT)", Tangier, Morocco
Conference Paper
The Importance of Using Geographic Information Systems in Building Addressing Systems: The Case of the M'diq Territorial Community
Lahlouh, A., & Ben Driss, N. (2021) - Arab Democratic Center for Strategic, Political, and Economic Studies
Published
What Role for Geographic Information Systems in Supporting the Electronic Administration Process in Public Institutions? The Case of Territorial Communities
Lahlouh, A., & Ben Driss, N. (2021) - Journal of Geographic Information Systems, Remote Sensing, and Spatial Database Foundations
In Review

Project Portfolio

AI & Machine Learning Projects

2025

AI-Driven Health Search Analysis in Morocco

Built an AI-powered machine learning model using Google Trends and environmental data, integrating Random Forest, LightGBM, and deep learning to predict health-related search trends and deliver personalized health recommendations for Moroccan regions.

Tech: Python, Machine Learning, Google Trends API, Random Forest, LightGBM

View Live Project
2024

Chat with EcoExpertAI

Interactive AI assistant specialized in environmental and geospatial analysis. Provides expert insights on ecological data, environmental monitoring, and sustainable development using advanced natural language processing.

Tech: AI, Natural Language Processing, Environmental Data Analysis

Chat with AI

Environmental Monitoring & Disaster Management

2025

GIS-Based Carbon Monitoring System

Developed a geospatial system to analyze and monitor carbon emissions and urban heat islands using remote sensing and GIS methodologies, supporting environmental assessment and policy-making for sustainable urban planning.

Tech: GIS, Remote Sensing, Carbon Analysis, Urban Planning

View Project
2023

Earthquake Monitoring System for Morocco

Real-time earthquake tracking geoportal providing immediate response capabilities and community preparedness tools. Features live seismic activity monitoring and emergency response coordination.

Tech: Real-time GIS, Seismic Data Analysis, Emergency Response Systems

View System

Municipal & Government Systems

2024

AI-Enhanced Economic Activities GIS

Redesigned M'diq Municipality's economic activities management system with AI integration for natural language queries and intelligent data analysis.

View Portal
2022

Beach Management Geoportal

Comprehensive coastal management system for M'diq beaches, supporting tourism planning and environmental protection initiatives.

View Portal
2022

Public Facilities Geoportal

Interactive mapping system for public infrastructure and facilities management in M'diq, enhancing citizen services and urban planning.

View Portal
2022

Smart Addressing System

Comprehensive addressing system for M'diq Municipality, enhancing navigation and emergency services through precise location management.

View System

International Projects

2024

KSA Projects Tracking & Analysis System

Comprehensive system for tracking and analyzing various projects across Saudi Arabia, providing real-time data visualization and project oversight capabilities.

Tech: Tableau, Google Sheets, Data Analytics, Project Management

View Dashboard
2023

Panama Maritime Ministry GIS

Led creation of detailed maps for approximately 25 beaches, including development of billboards, utilizing ArcGIS Online and Model Builder for comprehensive coastal management.

Tech: ArcGIS Pro, ArcGIS Online, Experience Builder, Adobe Illustrator

2023

Secure Chicago Live

Real-time security monitoring and analysis system for Chicago, providing crime pattern analysis and public safety insights through advanced data visualization.

Tech: Real-time Analytics, Crime Data Analysis, Public Safety

View Dashboard

Data Analytics & Business Intelligence

2023

Gas Station Analytics Dashboard

Comprehensive business intelligence dashboard for gas station operations, featuring sales analysis, inventory management, and performance metrics.

View Dashboard
2023

US Hiking Trails Analysis

Geospatial analysis and visualization of hiking trail networks across the United States, supporting outdoor recreation planning and tourism development.

Explore Data

Urban Planning & Infrastructure

2023

Tetouan Urban Planning Maps

Comprehensive urban planning analysis and mapping for the Urban Agency of Tetouan, supporting strategic development and zoning decisions.

View Plans
2022

Road Signage Mapping System

Interactive mapping system for road signage locations in M'diq, supporting traffic management and urban navigation improvements.

View Maps
2022

Urban Planning Design Portal

Web-based mapping platform for M'diq Municipality's urban planning initiatives, facilitating collaborative development and public engagement.

View Portal
2022

Seasonal Permits Management

Digital permit management system for seasonal activities in M'diq, streamlining administrative processes and improving regulatory compliance.

View System

Skills & Expertise

Geospatial Analysis & Mapping

GIS Analysis Remote Sensing Spatial Data Analysis Cartography Data Collection

GIS & Data Tools

ArcGIS QGIS Python SQL Server Tableau Power BI

Design & Visualization

AutoCAD Adobe Illustrator Adobe Photoshop Data Visualization

Web & Digital Tools

WordPress HTML Google Analytics Digital Marketing

Languages

Arabic (Native) English (Professional) French (Professional) Spanish (Basic)

Let's Connect

📧

Email

ayoubla3@gmail.com

📱

Phone

+212 703 831 453

🌐

Website

carto.ma

💼

LinkedIn

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