Mohamed R.

Experience

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  Nextgen Solutions

  Feb 2019 - Jun 2019

  End of study internship (PFE)

  Mission: Development and integration of chatbots in E-commerce.Technology used: Python (Tensorflow,Keras), NLP

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  Liberrex

  Jul 2019 - Jun 2020

  Computer Vision Engineer

  - Hands-on experience with object detection, tracking, facial recognition and modeling.- Depending on wether a person is wearing a face mask or not the agency door will take action.- Developing robust software for integrating multiple cameras and tracking systems.- Developing sentimental model to extract the customer emotion and feedback through its face.- Facial recognition using CNN (convolutional neural networks).- Developing OCR model (Word level Segmentation) to capture clients informations from national ID card.- Using AWS Rekognition API to improve and get higher accuracy in facial recognition process. Show less

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  IT Training centers

  Jan 2020 - now

  Information Technology Teacher

  - Created and delivered training programs on system administration, software development, and web technologies.- Developed engaging learning materials and practical workshops, tailored to diverse learner needs, with a focus on IT fundamentals and hands-on labs.

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  Yayi

  Jul 2020 - Jul 2022

  Full Stack DevOps Engineer

  - Developed user registration and dashboard management systems, improving customer engagement and operational efficiency.- Led containerization and deployment efforts with Docker and Kubernetes, ensuring scalability and streamlined workflows.- Enhanced CI/CD processes using GitLab CI, reducing manual steps and accelerating release cycles.- Establish a proactive monitoring and alerting frameworks using Prometheus and Grafana for real-time system health and performance tracking.

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  Allence Tunisie

  Sept 2022 - Nov 2024

  Full Stack Devops Engineer

  - Developed and optimized robust AWS-based cloud architectures with IAM, S3, Lambda, API Gateway, and other services, using Terraform for infrastructure management.- Automated CI/CD pipelines with GitLab for backend (Node.js, Python on AWS Lambda) and frontend (Angular on S3) deployments.- Configured MongoDB and implemented automated backup and restoration strategies with GitLab CI and Ansible playbooks.- Integrated Vault for secrets management, set up monitoring with AWS CloudWatch, Prometheus, and Grafana, and customized dashboards for infrastructure metrics.- Implemented automated alerts and notifications for critical incidents and trends.- Led development of reusable Angular components and MongoDB query optimization.- Established a Discord bot for automating daily administrative tasks, including team stand-ups and activity reminders. Show less