Master in Artificial Intelligence and Multimedia
University of Batna 2, Algeria
Research
Research & Publications by Ramzi Mosbah
Ramzi Mosbah's academic background in artificial intelligence and multimedia underpins the applied computer vision, IoT and real-time engineering work delivered for healthcare, industrial and logistics clients.
3 Scientific Publications
Peer-reviewed research work. Full citations are available on request.
Presidential Medal “ACHIR”
National distinction, Algeria
Research areas
Where the Research Work Sits
Four connected research threads that feed directly into production engineering.
Artificial Intelligence & Multimedia
Master's research at University of Batna 2 focused on artificial intelligence applied to multimedia data — image and video understanding, model design and evaluation on real datasets rather than synthetic benchmarks alone.
Deep LearningMultimediaModel Evaluation
Computer Vision & Edge Inference
Applied research on object detection and tracking, and on running those models under the memory, latency and power constraints of embedded and edge hardware.
YOLOOpenCVTensorFlowEdge AI
Real-Time & Embedded Systems
Work on real-time acquisition, streaming and decision loops connecting sensors, cameras and industrial systems — the engineering layer that turns a model into a running system.
ESP32Raspberry PiMQTTWebRTC
Information Systems & Digital Transformation
Undergraduate foundation in information systems, extended in practice to ERP architecture, integration and data exchange between operational actors.
Information SystemsERPIntegration
Discuss a Research-Driven Project
AI, computer vision or real-time engineering work that needs both research depth and production reliability.