Malek Abbassi

Experience

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  NextAV

  Oct 2022 - Aug 2024

  Project: Digitalization of the Société Internationale de Sel Mare-Alb SiteDescription:In this digitalization project, I played a central role in developing a comprehensive system to increase salt production at the Société Internationale de Sel Mare-Alb. The process began with designing a data collection system that included sensors to measure weather conditions, water salinity, and depth. These critical data were transmitted in real-time to Firebase, where they were cleaned and prepared for use in predictive models.I then developed advanced models using Facebook Prophet to forecast pump operation plans and the variations in water salinity and depth over a 15-day period. These predictions allow for optimal decision-making regarding pump engine operations, ultimately increasing salt production.Additionally, I integrated this data into an interactive dashboard developed with Haveay AI. This dashboard provides a clear and intuitive visualization of operations, enabling operators to monitor real-time conditions and adjust pump operations based on the forecasts. Show less As part of my apprenticeship, I engaged in the challenging and innovative project of developing an autonomous vehicle. My specific role was to design and implement a license plate detection system using cutting-edge technologies.Responsibilities and Achievements:*License Plate Detection: Developed an efficient and accurate system for detecting vehicle license plates. This involved leveraging computer vision techniques and machine learning algorithms optimized for real-time performance.*Jetson Nano Utilization: Utilized NVIDIA's Jetson Nano, a compact yet powerful platform, ideal for edge computing tasks. This involved configuring and programming the Jetson Nano to process live video feeds effectively.*DeepStream Technology: Implemented NVIDIA DeepStream, a framework designed for high-throughput and low-latency AI inference. This enabled the processing of streaming data from multiple sources, crucial for autonomous vehicle applications.*Integration and Testing: Ensured seamless integration of the license plate detection system with other components of the autonomous vehicle. Conducted thorough testing to validate the accuracy and reliability under various scenarios.*Collaboration: Worked in a multi-disciplinary team, contributing to the overall design and development of the autonomous vehicle, while focusing on AI/ML aspects. Show less

  • Machine Learning Engineer

    Sept 2023 - Aug 2024

  • Embedded AI/ML software engineer

    Oct 2022 - Aug 2024
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  Upwork

  Aug 2024 - now

  C++ Developer

  Experienced C++ Developer with a strong background in designing and optimizing high-performance applications. Proficient in advanced C++ techniques and object-oriented programming, I excel at solving complex problems and improving system efficiency. Skilled in debugging, testing, and using version control tools. Committed to delivering robust, scalable solutions that meet client needs. Ready to tackle your next project with precision and expertise.