AI Engineering Student · Full-Stack Developer
Third-year student at ENSIA — National School of Artificial Intelligence, Algiers
I care about building complete, deployable systems — not just collecting technologies. Most of my work targets real operational problems, often in healthcare, CRM, or the Algerian market.
- Full-stack across web, mobile, and desktop, with a backend and AI-integration focus
- Hands-on with applied ML: trained YOLOv8 for a computer vision security project, built sentiment analysis in PyTorch, did real time-series forecasting and classification
- Shipped LLM-powered features in production projects — including context engineering over patient and consultation data for a clinical assistant
- Currently exploring AI security and the adversarial robustness of computer vision models
AI / Machine Learning
Languages
Web, Mobile & Desktop
Databases & ORMs
Tools & Platforms
A cybersecurity project on the fragility of computer vision models. I trained a YOLOv8 model, then crafted pixel-level perturbations to fool it — demonstrating how small, targeted changes break model predictions.
Repo · Project Site
Python YOLOv8 Computer Vision Adversarial ML
A desktop application for medical practices: patient and consultation management, plus an AI assistant powered by Gemini that builds context from patient records and consultation history to support clinical decisions.
Demo link coming soon
Electron Next.js SQLite Gemini API
A cross-platform CRM with a Flutter front end and a containerized Django REST backend (JWT auth, PostgreSQL).
Backend Repo · Demo Video
Flutter Django PostgreSQL Docker
A web app that parses and scores resumes, surfacing actionable feedback for candidates. The analysis is powered by Claude 3.5 Sonnet.
Repo · Live App
React LLM API Web
Built with GDG ENSIA — a small CNC machine driven by Arduino and Raspberry Pi that takes a vector image as input and physically draws it. A hands-on dive into automation and embedded systems.
Arduino Raspberry Pi Embedded
- Production AI engineering — RAG, deployment, inference systems, MLOps
- System design and scalable backend architecture
- AI security and adversarial robustness
AI Engineering · Full-Stack Software Engineering · Backend Development · AI Product Development · Tech Entrepreneurship