ESSALHI Oussama
AI & Data Science Engineering Student
Morocco · essalhii.oussama@gmail.com · github.com/es-oussama
linkedin.com/in/essalhi-oussama-549b3b355
01 — Professional summary
5th-year AI & Data Science engineering student at EMSI Rabat. Professional internship experience in multi-agent AI and LLM integration, complemented by machine learning, computer vision, Big Data and MLOps projects. Seeking an end-of-studies internship in AI/Data.
02 — Technical skills
AI & Machine Learning : Python · PyTorch · Machine Learning · Deep Learning
Generative AI & NLP : Generative AI · LLM · RAG · NLP · Multi-agent Systems
Computer Vision : Computer Vision · Attention U-Net · MobileNetV2
Big Data & Data : Apache Spark / PySpark · SQL
MLOps & Development : MLflow · DVC · Docker · Git / GitHub · Linux · REST APIs
Also studied : Scikit-learn · TensorFlow / Keras · NumPy / Pandas · Hadoop / MapReduce
03 — Professional experience
REDAL2026
AI / Data Intern1.5 months
- HERMES BlueTeam : Designed a multi-agent AI platform for BlueTeam/SOC analysis of structured events.
- LLM integration, Docker / Linux, MITRE ATT&CK mapping and a Suricata demonstration; functional validation. 9 operational agents ; 17 project tests.
TRAGEM — Rabat2025
Full Stack Developer Intern1 month
- Mini ERP for customers, orders and deliveries; chatbot, React, Node.js, REST APIs and a relational database.
Trésorerie Générale du Royaume — Rabat2024
Developer Intern1 month
- Litigation management application for legal files, regulatory deadlines and automatic notifications.
04 — Education
EMSI, Rabat2024–2027
Engineering degree, Artificial Intelligence & Data Science · 5th year
Institut NTIC · Specialized Technician, Full Stack Web Development · 2022–2024
Lycée Moulay Ali Chrif · Baccalaureate, Physical Sciences · 2021–2022
05 — Selected projects
BrainSeg AI · PyTorch · Attention U-Net · BraTS 2020
Brain tumor segmentation on BraTS 2020. Average Dice : 0.8180 (project evaluation).
PrimaryTeachingSMA · CrewAI · LangChain · ChromaDB · Claude
Educational exercise generation with LLM agents and RAG. Reported average cost / run : $0.038 (reported estimate, variable).
PneumoScan AI · MobileNetV2 · Chest X-Ray Pneumonia
Chest X-ray classification. Validation accuracy, epoch 8 : 81.25% (only 16 images, not generalizable).
Fraud Detection MLOps · Random Forest · MLflow · DVC · Git
Experiment tracking and versioning (educational project). Synthetic transactions : 5 000.
06 — Languages
Arabic · French · English