AI/ML Engineer · AI Evaluation & Computer Vision · Data & Telecom Systems Engineer
📍 Oran, Algeria · State Engineer graduate in Telecommunications and Digital Technologies from ENSTTIC Oran
I build applied AI systems across the ML lifecycle: data pipelines, model development, evaluation, and deployment, with a strong focus on multimodal AI evaluation, LLM quality assessment, and telecom-aware data systems.
I am a State Engineer graduate from ENSTTIC Oran in Telecommunications and Digital Technologies. My work sits at the intersection of AI engineering, computer vision, data science, and telecom systems. My main project focus is HALO / AIGC quality assessment: evaluating AI-generated images through MOS prediction, prompt-image semantic alignment, and reproducible evaluation protocols.
- Current focus: AI evaluation, AIGC quality assessment, LLM evaluation, and applied ML systems
- Strengths: end-to-end ML delivery, experimentation discipline, multilingual AI evaluation, and deployment-aware engineering
Je suis ingénieur d’État diplômé de l’ENSTTIC Oran en Télécommunications et Technologies Numériques. Je travaille sur des systèmes d’IA appliquée couvrant les données, la modélisation, l’évaluation et le déploiement, avec un intérêt particulier pour l’évaluation multimodale, la vision par ordinateur et les systèmes télécoms/data.
- Machine Learning & AI: PyTorch, TensorFlow, scikit-learn, Hugging Face, LLM evaluation
- Evaluation & Computer Vision: MOS prediction, prompt-image semantic alignment, multimodal evaluation, reproducible evaluation protocols
- Data & Streaming: Kafka, Spark, Elasticsearch, Kibana, SQL, pandas
- Telecom & Systems: networking fundamentals, telecom systems engineering, reliability-focused engineering
- Development: Python, FastAPI, Django, SQLite, Docker
| Project | What it delivers |
|---|---|
| HALO | AIGC quality assessment toolkit focused on prompt-image semantic alignment, MOS prediction, and reproducible evaluation protocols. |
| AI School Website | Educational platform project that explores AI and modern web experiences. |
| StreamSight | Streaming analytics prototype for near-real-time processing and monitoring workflows. |
| Store Manager | Product-focused desktop application for inventory and store operations. |
- LILT AI — LLM evaluation and AI training experience focused on model-quality workflows and training support.
- Telecom internships — Djezzy and Algérie Télécom, with exposure to network systems and service engineering contexts.
- Data and streaming systems — hands-on work with Kafka, Spark, Elasticsearch, and Kibana for monitoring and analytics workflows.
- AI/ML Engineer roles
- AI Evaluation / Model Quality Engineer roles
- Data Engineering / Streaming Systems roles
- MLOps or deployment-oriented ML opportunities
- LinkedIn: farouk-benkhelifa-281575196
- Languages: Arabic (native) · English (C1) · French (B2)