Experience

IFISC Institute for Cross-Disciplinary Physics and Complex Systems (CSIC-UIB)

• Spain
• Research
• 1 - 100 Employee

• Machine Learning Engineer

  • Jun 2023 - Present

  • Comparative Analysis of State-of-the-Art Deep Learning Models for Semantic Segmentation. • Implemented a "model stacking" approach using a meta-learner to combine predictions from multiple deep learning models, resulting in improved prediction performance and system stability. • Established a data processing pipeline for preprocessing and normalization, ensuring high-quality data for machine learning models. • Developed a machine learning-based module to map seagrass beds in the Mediterranean Sea. Show less



Institut Pasteur de Tunis - معهد باستور تونس

• Tunisia
• Research Services
• 300 - 400 Employee

• Researcher& Software Developer

  • Apr 2021 - Feb 2023

  * Design and simulation of mathematical and agent-based models for collective behaviour, disease propagation and the study of complex systems. * Data processing and synthesis to characterise the environmental and/or spatio-temporal context of infectious diseases. * Development of a web-based application for infectious diseases modelling and assisting in the management of health crises. * Develop, run, validate and maintain various process simulation models for a range of different scenarios. * Statistical study on the Tunisian population to realize the contact matrices. * Assist the BIMS laboratory team to build models API and analysis results during weekly group meetings and intervene with them on the follow-up of the bugs produced after use of the solutions. ------------------------------ ## Scientific papers A poster entitled ""Agent Based Modeling for West Nile Virus Spreading"", presented in the conference of Dynamical Systems Applied to Biology and Natural Sciences, DSABNS2022. ------------------------------ ## Projects participation ** STAMINA-H2020-CORDIS ** Demonstration of intelligent decision support for the prediction and management of pandemic crises within and across European borders. Show less



Hewlett Packard Enterprise

• United States
• IT Services and IT Consulting
• 700 & Above Employee

• Technical Support Engineer

  • Aug 2019 - Nov 2019

  * Generat and Analyse software and hardware servers' Log to predict or detect machines defaults. * Identify anomalies and define a way out in order to answer efficiently to customers' questions. * Maintains technical meeting to coordinate technical onsite operation with costumers. * Generat and Analyse software and hardware servers' Log to predict or detect machines defaults. * Identify anomalies and define a way out in order to answer efficiently to customers' questions. * Maintains technical meeting to coordinate technical onsite operation with costumers.



Freelance

• Tunis, Tunisia

• Software Developer

  • Jan 2019 - Jul 2019

  * Develop an stock management application API's. * Develop overall concepts for improving the user experience and ensuring all interactions are intuitive and convenient for customers. * Build storyboards to conceptualize designs and convey project plans to clients and management. * Conduct testing and deploying of completed application to Assess user experience. * Develop an stock management application API's. * Develop overall concepts for improving the user experience and ensuring all interactions are intuitive and convenient for customers. * Build storyboards to conceptualize designs and convey project plans to clients and management. * Conduct testing and deploying of completed application to Assess user experience.



Pasteur Institute of Tunis

• Tunisia

• Software Programmer

  • Feb 2018 - Aug 2018

  - Implementation of a numerical simulation of the life cycle of hermaphroditic fish (Language: Python). - Implementation of a numerical simulation of the life cycle of hermaphroditic fish (Language: Python).



Pasteur Institute of Tunis

• Gouvernorat de Tunis, Tunisia

• Mathematical Modeler

  • Jul 2017 - Sep 2017

  - Development of a numerical scheme and algorithm of an insect life cycle model (TIC). - Realization of numerical simulation of the life cycle of an insect (TIC) (Language: Python). - Development of a numerical scheme and algorithm of an insect life cycle model (TIC). - Realization of numerical simulation of the life cycle of an insect (TIC) (Language: Python).