About
I am an AI Engineer and Full Stack Developer with a passion for deconstructing and rebuilding state-of-the-art architectures to understand the 'why' behind the 'how.' Unlike typical implementations, I focus on the mathematical foundations of Deep Learning. I have coded GPT-style LLMs, Mixture of Experts (MoE), and Vision Transformers entirely from scratch using PyTorch. This deep understanding allows me to optimize models, implement complex papers, and fine-tune large-scale systems (Llama 3, Gemma) effectively.Core Technical Focus: Generative AI & LLMs: Building Transformers, Multi-Query Attention (MQA), KV Caching, and RAG systems. Computer Vision: Advanced object detection (Forest Fire Detection thesis), Segmentation, and CNNs. Full Stack Engineering: developing production-ready web apps using Next.js, FastAPI, and Docker.I bridge the gap between complex AI research and deployed, user-friendly software solutions.
Work Experience
Skills
Check out my latest work
I've worked on a variety of projects.
A comprehensive cross-platform printing management system with a hierarchical Google Drive-like storage for course materials. Features specialized interfaces for Mobile (Expo) and Desktop (Electron), real-time notifications via Socket.IO, and multi-language support (English, Arabic, French).
My end-of-studies engineering thesis project. ForstsGuard is an integrated, dual-component AI system designed to overcome critical data-dependency bottlenecks in forest fire management. The system features an unsupervised ML ensemble for predicting fire risk without historical data and an innovative auto-labeling pipeline to train a state-of-the-art YOLOv12n detection model. Both modules are integrated into a full-stack, multilingual web application, providing a practical tool for proactive risk assessment and incident detection.
Peche is an innovative app designed for both professional and amateur fishermen in Algeria. It allows users to easily track and manage their fishing history, including catches, locations, and dates. Whether you're a beginner or an experienced angler, Peche helps document your adventures and optimize your trips. For administrators, it provides an advanced management interface with detailed reporting and statistical analysis, offering a comprehensive overview of fishing activities nationwide. This facilitates resource management and informed decision-making. Download Peche today for streamlined and efficient fishing management in Algeria!
integrated platform designed to ensure the recording, monitoring, and traceability of fishery products for first-salemarkets in Algeria's fish auction halls. The system provides comprehensive tracking capabilities for the fishing industry,helping maintain product quality and supply chain transparency from catch to market
LapTech is an e-commerce platform dedicated to the Algerian market, specializing in buying and selling laptops. This project incorporates cutting-edge technologies, including an AI model, to enhance the user experience by providing accurate price estimates based on laptop specifications.
Professional Credentials
Courses and certifications I've completed to expand my knowledge.
Supervised Machine Learning: Regression and Classification
DeepLearning.AI
March 14, 2024
Advanced Learning Algorithms
DeepLearning.AI
April 6, 2024
Unsupervised Learning, Recommenders, Reinforcement Learning
DeepLearning.AI
April 12, 2024
I like building things
During my time in university, I attended 4+ hackathons and datathons. People from around the country would come together and build incredible things in 2-3 days.
- N
NASA Space Apps Hackathon
Estin School
- I
InnoByte Hackathon
Syphax Hotel
- H
Hackathon Bejaia
Raya Hotel
- T
TRAINIT Datathon
Estin School
Let's Build Something Amazing
I'm actively seeking opportunities to collaborate on innovative projects. Whether you have an idea or need expertise, let's connect!
AI & Machine Learning
Deep Learning, CNNs, NLP, Custom LLMs, Computer Vision
Software Engineering
Full-Stack Development, Web Applications, System Design
Freelance Projects
Custom Solutions, MVP Development, Technical Consulting
Research & Innovation
AI Research, Data Science, Kaggle Competitions