Arbi Sahraoui
Bis 2024, Data Scientist, Solyntek
Student, Technologies de l'information et de la communication, University of Trento
Trento, Italien
Über mich
Highly motivated IA Master Student, currently in final year, looking for a master thesis and an internship where i can prove myself and apply my knowledge.
Werdegang
Berufserfahrung von Arbi Sahraoui
4 Monate, Jan. 2024 - Apr. 2024
Data Scientist
Solyntek
• Developed and deployed a real-time monitoring system for detecting Personal Protective Equipment (PPE) and workers and managing danger zones within video streams, for workplace safety. • Leveraged GPU acceleration and Triton server for enhanced performance. • Employed Apache Kafka for efficient processing of video streams. • Engineered an alerting service to quickly alert relevant stakeholders of safety violations. • Orchestrated Docker containerization to streamline deployment of microservices
3 Monate, Sep. 2023 - Nov. 2023
Data Scientist
Mas-Tech
• Created a tennis match analysis system for players, rackets, and ball detection and tracking. • Fine-tuned YOLO for players, rackets and ball detection, and exported the model to ONNX. • Implemented and trained a deep learning network integrating convolutional and deconvolutional neural networks, to precisely locate high-speed and small tennis balls surpassing YOLO by 60% in mAP achieving nearly 90% mAP. • Optimized model deployment with TensorRT, resulting in a 1.6x speedup in inference
2 Monate, Juli 2023 - Aug. 2023
Machine Learning Research Internship
Unitrento DISI Lab
Implemented a model for visual question answering that identifies and interprets temporal changes in time series images, enabling insightful responses to queries about evolving phenomena. • Integrated BERT for question embedding and ResNet101 for vision embedding and a fusion method to integrate textual and visual information. • Conducted experiments with a different setup, leveraging a visual transformer as the visual backbone achieving a 20% increase in accuracy compared to the ResNet101 configuration
Ausbildung von Arbi Sahraoui
Bis heute 2 Jahre und 1 Monat, seit Sep. 2022
Technologies de l'information et de la communication
University of Trento
1 Jahr und 10 Monate, Sep. 2020 - Juni 2022
Technologies de l'information et de la communication
Higher School of Communication of Tunis
Sprachen
Französisch
Fließend
Englisch
Fließend
Arabisch
Muttersprache
Deutsch
Grundlagen
Italienisch
Grundlagen