Mohamed Rekik

Experience

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  Primatec Engineering

  Jun 2019 - Aug 2019

  Engineering Intern

  Web development using Angular , Spring Boot , MongoDB

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  Data Co-Lab

  Jan 2020 - Jan 2021

  Machine Learning Researcher

  -Building Machine Learning Projects-Contributing to Open Source Projects-Providing Trainings and Workshops to Machine Learning novicesKeywords : Volunteering, Workshops, Coaching

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  Novel-Ti

  Jul 2020 - Aug 2020

  Deep Learning and Computer Vision intern

  -Building the OpenPose project on a Jetson Nano Card with Python and Tensorflow.-Fine-tuning the hyperparameters to meet some specific needs.-Writing an easy-to-follow guide for novices to reimplement my work.(check my GitHub account)Keywords : OpenPose , Python/C , Tensorflow, Jetson Nano , Linux , Embedded Systems

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  HTWK Leipzig - Hochschule für Technik, Wirtschaft und Kultur Leipzig

  Mar 2021 - Dec 2021

  Artificial Intelligence Research Intern

  -Acquiring a basic knowledge on the Compressive Sensing field.-Analyzing and forecasting Time-Series data.-Trying several Artificial Intelligence techniques (AutoEncoders, RNNA, LSTM AutoEncoders...) to boost the efficiency of Compressive Sensing based systems.-Establishing a comparative study to illustrate the advantages and disadvantages of each approach.Keywords : Signal Processing, Time Series, ARIMA, LSTM AutoEncoders, Extreme Learning Machine, Compressive Sensing, Embedded Systems, Sensors عرض أقل

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  EMushrif

  Jan 2022 - Apr 2023

  Data Scientist

  -Build a Routing Model for school buses.-Add constraints to the model: Bus Capacity, Time Windows, Pick-ups and deliveries.-Assign penalties for optional nodes.-Minimize a multi-objective function: reduce the number of busses used and tripduration.-Optimize the model's inference to satisfy certain SLAs.-Use RabbitMQ for the inter-communication between the backend and the Route Optimizer module.-Deploy the model in a Streamlit App and FastAPI App on an AWS EC2 instance.Keywords: Python, Optimization, Routing, OR-Tools, Streamlit, FastAPI, RabbitMQ, Numpy, Pandas, Folium, Valhalla, OSM, Parallelization, Jira, Confluence, Docker, Bitbucket,AWS, Git عرض أقل

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  KAUST (King Abdullah University of Science and Technology)

  Apr 2023 - now

  Computer Vision Research Engineer

  -Leading a team of engineers from different fields of expertise (Machine Learning, Mobiledevelopment, Web development, DevOps, R&D, ...) to develop innovative products.-Successfully solving many Computer Vision challenges that some of them resulted in Intellectual Property (IP) or submitting Research Paper.-Collaborating with internal and external teams to build and maintain a Computer Vision Platform (visit thya-technology.com to see our current progress).-Actively participating in all phases of projects life cycle from requirements gathering to product delivery including training, evaluating, optimizing, and fine-tuning models.-Cooperating with the business team to achieve our business goals.-Aligning with the higher management on the company’s future plan.-Identifying client’s requirements and communicating it to the tech team.-Diagnosing and trouble-shooting technical issues.-Successfully building and delivering many Computer Vision projects ranging from Object Detection, Instance/Semantic Segmentation, Key-Points Localization, ... on Web, Mobile and Edge devices with 100% client satisfaction rate. عرض أقل