Omar Ait Ali

A production-ready Node.js + Express mini-framework with DI container, strategy pattern, JWT auth, auto-discovery, CLI scaffolding, seeder system, and Swagger abstraction.

• >Built an IoC container with dependency injection, strategy pattern for pluggable backends (Mongo/Postgres, Local/S3, Console/SMTP), and auto-discovery of models, routes, and services
• >Implemented database transactions with row-level locking, cross-model joins, soft delete, paginated queries, and a unified response envelope across both Mongo and Postgres strategies
• >Developed a full CLI toolkit with Laravel-style scaffolding commands, Swagger auto-generation from route docs + Joi schemas, seeder system, and Docker multi-stage builds

An AI-driven platform for automating backend endpoint creation from natural-language descriptions, with a reactive React interface for real-time validation.

• >Designed an LLM-powered engine that processes natural-language prompts to generate backend endpoint business logic
• >Built a reactive React.js interface for real-time API testing and dynamic validation
• >Implemented a decoupled architecture separating frontend, LLM integration, and API generation engine

A complete ML processing pipeline converting ECG image traces into exploitable structured data for anomaly classification.

• >Designed a complete data processing chain transforming ECG signal images into exploitiable structured datasets
• >Preprocessed images, extracted key features and performed comparative model evaluation for anomaly classification

A full-stack e-commerce platform for custom-made Moroccan handicraft products, with a customized admin back-office and production deployment.

• >Designed a full-stack e-commerce platform with Laravel for Moroccan handicraft products
• >Built a customized admin back-office using Filament PHP
• >Deployed to production on Hostinger shared hosting

A mobile & AI solution for presence management using real-time face recognition through inspection cameras.

• >Developed a computer vision microservice in Python for real-time video processing via inspection camera
• >Connected the AI to a mobile application managed by an Express.js backend with MongoDB
• >Implemented a microservices architecture with Docker for containerization

A fuzzy segmentation image-processing pipeline for detecting, segmenting, and counting blood cells from the BCCD dataset.

• >Implemented LAB preprocessing with fuzzy C-Means (FCM) 4-class segmentation and mathematical morphology filtering
• >Detected real-time motion via inter-frame difference and evaluated counting experimentally
• >Built a desktop interface with Tkinter for interactive analysis

A modular drag-and-drop dashboard builder based on API-oriented architectures, enabling visual composition of widgets connected to API endpoints.

• >Built a dynamic interface for visual composition of widgets interconnected with API endpoints
• >Implemented an API-oriented architecture with React.js and Node.js
• >Leveraged REST APIs for real-time widget data binding

Robust MVC application for dynamic product management, order flows and authentication.

• >Developed a robust MVC architecture for dynamic product, order flow and authentication management
• >Implemented real-time cart, dynamic filters, and secured access via validation and access control mechanisms

Secure medical records tracking platform with role-based access control and CNN-based ECG diagnostics.

• >Designed a secure space dedicated to medical records tracking, structured with role-based access control
• >Integrated a convolutional neural network (CNN) for automated ECG trace analysis to assist diagnosis