Sid Ahmed BENMANSOUR

Experience

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  Université Abou Bekr Belkaid -Tlemcen

  Jan 2020 - Jan 2020

  Machine Learning Researcher intern / Deep learning approaches for quality of services prediction

  Improved quality of service prediction score by implementing a new neural network architecture using GANs (generative adversarial networks) and auto-encoders with two different alternatives using Keras and TensorFlow with Python.

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  Beka imprimerie

  Oct 2020 - Jan 2021

  Graphic Designer

  • Work as a graphic designer, mainly designing labels and packaging for professionals.• Advise, help, process customer requests and provide them with solutions tailored to their needs.• Works with more than 20 clients. Promote high customer satisfaction.

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  Renault Group

  Sept 2021 - Jan 2022

  Machine Learning / Computer Vision Engineer

  University project in collaboration with Renault Project name: Precise detection of actors in a stake area for the autonomous car.• Implementation (in C++) of a data processing allowing the detection, the classification of each actor of the scene, as well as their inter-distance, • Carried the sensor implantation and the extrinsic calibration• Conducted state of the art of multi-modal machine learning methods using Lidar and camera for object detection

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  Aequil Living

  Jan 2022 - Jan 2022

  Machine Learning Engineer

  • Understand business objectives and develop a solution that help to achieve them, along with metrics to track their progress.• Analyze existing algorithms used to solve the given problem and rank them by their success probability.• Implement a signal recognition algorithm (inspired from Shazam fingerprint algorithm) and tune the hyperparameters.

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  Automaton

  Oct 2022 - now

  Machine Learning & Computer Vision Engineer

  • Trained and deployed deep learning models• Developed software solutions that include deep learning models to answer client needs using Python and Fast API• Managed code, reviewed code, and implemented good software engineering practices for deployment and CI/CD• Optimized application performance and security• Formulated and planned AI projects•Established data collection and annotation processes• Documented processes• Contributions have resulted in the creation, enhancement, and maintenance of our solutions, as well as successful contract signings and integration of the solutions for clients Voir moins