About Me

I'm a human-centered software engineer with a path from medicine to engineering. My journey from medical studies to software engineering gives me a distinctive perspective on building solutions that truly matter — especially when it comes to AI-powered healthcare applications.

I specialize in creating intelligent, scalable systems that solve real-world problems. As a participant in the GitHub Copilot Enablement Program (CGI), I've built a comprehensive enablement program with educational videos to upskill development teams. I've developed an agentic RAG solution in Java Spring Boot, enabling AI-powered document search and autonomous generation capabilities. I've also applied AI to medical imaging, developing automated pneumonia detection and brain & liver tumor segmentation systems using CNNs and U-Net with stacking ensemble techniques.

Whether it's developing robust backend APIs with Java/JEE and Spring Boot, training machine learning models in Python with PyTorch, or building modern web applications with Next.js, MongoDB, and AWS, I bring a meticulous attention to detail and a passion for clean, efficient code.

Backend
Java / JEE / Spring Boot
AI/ML
Python / PyTorch / CNN / U-Net
Web
Next.js / MongoDB / AWS

Skills

A comprehensive toolkit built through years of hands-on experience and continuous learning

⚙️

Backend Development

JavaJEESpring BootSQL.NETPHP
🤖

AI & Machine Learning

PythonPyTorchKerasCNNU-NetStackingXGBoostRandom Forest
🌐

Frontend Development

Next.jsMongoDBElectron.js
🛠️

Tools & DevOps

UMLCC++C#

Internships

Professional Experience

PFE Internship — CGI

Feb. 2025 -- Jul. 2025

CGI

Created a GitHub Copilot training program with pedagogical videos for developer teams. Designed and implemented an agentic RAG system with Java Spring Boot. Built AI-driven document search and autonomous generation capabilities.

JavaSpring BootRAGAIGitHub CopilotTraining

R&D Internship — Université Privée de Fès

Jul. 2024 -- Oct. 2024

Université Privée de Fès

Worked on medical AI: automated pneumonia detection; brain and liver tumor segmentation. Used CNNs and U-Net within a stacking approach; stack training in Python/PyTorch.

PythonPyTorchCNNU-NetMedical ImagingStackingXGBoostRandom Forest

Development Internship — Neo Volubilis

Jul. 2023 -- Aug. 2023

Neo Volubilis, Meknès

Developed two web applications: a public showcase (ads) and an administration panel for managing listings. Stack: Next.js, MongoDB, AWS.

Next.jsMongoDBAWSWeb DevelopmentFull Stack

Projects

Personal Work

Featured

AgenticAgents

A VS Code extension for AI-powered development - an "agentic" coding assistant that helps automate tasks and enhance productivity

VS Code ExtensionTypeScriptAIAgentic AI
View Project
Featured

Lumos

AI-powered Personal Operating System with infinite context, gamified growth, local-first privacy, knowledge base, active coaching, and secure vault.

Next.jsReactTypeScriptAIPostgreSQLFull Stack
View Project

Agentic RAG System

An intelligent document search and autonomous generation system built with Java Spring Boot. Features AI-powered retrieval and self-generating responses.

JavaSpring BootRAGAILangChain

Medical AI Suite

Automated pneumonia detection and brain/liver tumor segmentation using CNNs, U-Net, and stacking ensemble techniques with Python/PyTorch.

PythonPyTorchCNNU-NetXGBoostMedical Imaging

Neo Volubilis Platform

Full-stack web platform with public listing interface and admin dashboard for real estate management. Built with Next.js, MongoDB, and AWS.

Next.jsMongoDBAWSFull Stack

GitHub Copilot Enablement

Comprehensive training program with educational videos to upskill development teams on AI-assisted coding practices.

GitHub CopilotTrainingVideo ProductionEducation

Education

Academic Background

PhD in Medical Faculty

Medical Faculty of Fez

Currently pursuing

Doctoral research in the medical field

Programme d'ingénierie informatique

Université Privée de Fès

2022 -- 2025

5-year program at Université Privée de Fès: 2 years of preparatory studies + 3 years for state engineering degree. Focus on software development, artificial intelligence, and systems architecture

Certifications

🏆 IBM Artificial Intelligence Analyst (Jun. 2024)

Languages

🗣️ EnglishProfessional Working Proficiency🗣️ FrenchNative🗣️ ArabicNative🗣️ RussianProfessional Working Proficiency

Additional Information

🚗 Driver's License: Category B
Open to Work

Let's Build Something Amazing Together

I'm currently available for freelance projects, full-time opportunities, and consulting work. Whether you need a robust backend system, intelligent AI solution, or modern web application, I'm ready to bring your vision to life.

5+
Years Experience
30+
Projects Completed
20+
Happy Clients

Contact

Get In Touch