Saad Farah
Full-stack Developer @ Devoteam
About
GIS Engineer with expertise in AI, computer vision, advanced deep learning, and full stack web development, specializing in satellite data processing, 3D visualization, and innovative solutions for urban imaging and spatial intelligence.
Morocco
Casablanca
Computer Software
Web Mapping, Software Development, Full-Stack Development, Gen AI, Large Language Models (LLM), Natural Language Processing (NLP), Retrieval-Augmented Generation (RAG), Transformer Models, Data Science, SCADA, GeoAI, Renewable Energy, Hybrid Cloud, Cybersecurity, React.js, Mapbox, Next.js, Spring Boot, Stripe (Software), Docker
Experience

Software Engineer | Full Stack Development
Nortis
Casablanca-Settat, Maroc
Developed and deployed a Real Estate Marketing Management Application, streamlining property listings, user authentication, contact management, and analytics for real estate agents and property owners. - Frontend: Built with Next.js, utilizing Chakra UI/Tailwind CSS, React Context API, and Mapbox for interactive property maps. - Backend: Developed with Spring Boot, implementing JWT authentication, PostgreSQL database, and Redis caching for performance. - Deployment: Dockerized the application and managed the codebase on GitHub, ensuring version control and seamless collaboration. - Features: User management, property listing, search and filtering, lead tracking, analytics, and Stripe/PayPal payment integration.

Software Engineer | GeoAI developer
Ben Guerir, Marrakesh-Safi, Morocco
This project, titled "Advanced Deep Learning-Driven Urban Imaging: From Satellite Upscaling to 3D Visualization," focuses on optimizing photovoltaic (PV) installations in urban areas using a combination of deep learning, remote sensing, and GIS technologies. It involves four key components: enhancing Sentinel-2 satellite imagery with a super-resolution GAN model (GS-SRGAN), applying advanced models like Mask R-CNN, MaskFormer, and Mask2Former for precise rooftop segmentation, estimating building heights using the SENDEMHEIGHT model, and visualizing results with the UrbanVue3D tool, which aids in efficient PV placement and urban planning.

Geographic Information System Developer
Laayoune, Laâyoune-Sakia El Hamra, Morocco
Developing an application for managing investment projects in the Laayoune Boujdour Sakia el Hamra region and visualizing them on a map using the Django web framework in Python

Web Developer Internship
BoostUp Center
Laayoune, Laâyoune-Sakia El Hamra, Morocco
Development of an application for managing students, teachers, and staff, as well as IT asset management and network device configuration within the center

Information System Developer
Municipality of Laayoune
Laayoune, Laâyoune-Sakia El Hamra, Morocco
Development of a module on the Odoo ERP for managing the IT inventory within the municipality of Laayoune

Senior Technician
Municipality of Laayoune
Laayoune Province, Laâyoune-Sakia El Hamra, Morocco
Development of an application for managing complaints within the municipality of Laayoune
Education
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