Retrieval · Inference · Vision
000
Alaa Eddine Merzouk
Algiers, Algeria · Available for full-time roles
Computer Engineer specialized in Artificial Intelligence and Data Science, with hands-on experience developing Machine Learning, Deep Learning, Natural Language Processing (NLP), Retrieval-Augmented Generation (RAG), Large Language Models (LLMs), and Computer Vision solutions. Experienced in Python-based AI development, semantic search, vector databases, LLM inference, REST APIs, and containerized deployment using PyTorch, FastAPI, vLLM, Qdrant, Docker, Linux, and MLflow. Built a secure multilingual enterprise AI assistant using an on-premises architecture and developed computer vision systems for real-world detection and classification tasks. Currently expanding expertise in Cloud Computing, MLOps, and scalable AI deployment.
nearest-neighbour retrieval in 3D embedding space
Projects across NLP, computer vision, mobile, and web. Pick a field to filter, or click an image to see it full size.
Production-oriented RAG architecture for enterprise question answering over PDF, DOCX, and JSONL sources — semantic chunking, multilingual embeddings, vector indexing, context validation, and grounded generation, served through a FastAPI REST API with fully local LLM inference.
End-to-end wildfire detection pipeline built on a Kaggle dataset — training and validation with YOLO, evaluated on precision, recall, and mAP with a confusion matrix, plus detection examples and a FastAPI-served inference endpoint, containerized with Docker.
Real-time computer vision system detecting potholes and speed bumps in road imagery and video. Owned the full ML lifecycle — dataset prep, annotation, training, validation — with MLflow for experiment tracking.
Deep learning system that classifies brain MRI scans as healthy, glioma, or meningioma, with preprocessing, augmentation, a live upload demo, and a confidence score for each prediction.
Mobile platform for Algerian football players: book stadiums, find and join matches, and track player stats. Flutter client with clean, feature-first architecture on top of a Django REST backend with JWT authentication.
Production booking site for the Algerian market in French, Arabic (full RTL), and English — CMS-driven content with Sanity, transactional booking flows with Supabase and Resend, and smooth Framer Motion interactions.
Agency website migrated from static HTML to Next.js, featuring a custom Three.js hero animation, 3D tilt cards, scroll-driven sections, animated page transitions, and a multilingual setup.
CASNOS — National Social Security Fund for Non-Salaried Workers · Algiers, Algeria
Velteix — Web Agency (Algerian & MENA market) · Remote, Algeria
ENNA — National Air Navigation Establishment · Algiers, Algeria
State Engineer Degree in Computer Science, Artificial Intelligence & Data Science
AI security, MLOps, cloud computing, distributed systems, large-scale data processing, computer networks.