About
I have a PhD in ML/DL. During my PhD thesis, I have used ML algorithms at the beginning by using OpenCV framework. After that, I start using DL algorithms with different frameworks. Also, I participate in different workshops, conferences to achieve the experience. As a freelancer, I am proficient in Machine Learning and Deep Learning, with a strong aptitude for Large Language Models (LLMs). I bring extensive experience in Linux administration and possess advanced skills in automation.
Data Scientist & ML/DL Expert.
- Birthday: 29 April 1991
- Website: cv.amintechs.com
- Phone: +32 470 29 69 62
- City: Mons , Belgium
- Age: 32
- Degree: PhD
- Email: contact@amintechs.com
- Freelance: Available
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Facts
"The single most important thing is to make people happy. If you are making people happy, as a side effect, they will be happy to open up their wallets and pay you."
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Skills
" The future belongs to those who learn more skills and combine them in creative ways." --Robert Greene--
Resume
I present here all my professional and academic background.
Sumary
Mohammed Belarbi
Innovative and deadline-driven Data Scientist with 7+ years of experience ML/DL and developing models that fit to user requirement from initial concept to final integration with the specific hardware.
- Mons, Belgium
- +32.(0).470.29.69.62
- contact@amintechs.com
Education
PhD Machine & Deep Learning
2016 - 2020
Faculty of Engineering, University of Mons, Mons, Belgium
Subject : Indexing videos and images on BigData
Master of Engineering Information System
2011 - 2013
Faculty of Exact Sciences & Informatics, Mostaganem University, Mostaganem, Algeria
Subject graduation: « Recherche et indexation automatique des vidéos par le contenu, Application d’un vecteur de Descripteurs Visuels »
Bachelor of IT & Graphic Design
2008 - 2011
Faculty of Exact Sciences & Informatics, Mostaganem University, Mostaganem, Algeria
Subject graduation: « Réalisation d’un système en-ligne pour le suivi des parcours d’enseignement»
Professional Experience
Senior Data Scientist Freelancer
2023 - Present
AminTechs, Mons, Belgium
- Implemented a Kafka event streaming system
- Established Docker Swarm services including database management, automation, Samba, and secure password storage systems
- Connecting multiple applications (SQL Server, Vault, Samba, Kafka) using Docker Swarm to produce a stable, scalable architecture
- Developed deep learning models for aspect ratio detection
- Machine and Deep learning Algorithms
- Using cloud technology AWS and Azure machine learning and deploy solution
- Provided expert guidance and training on Azure and AWS applications to users, facilitating smooth transition and adoption of new surveillance technologies
- Utilized Agile methodologies
Senior Data Scientist
2020 - 2023
Phoenix-ai, Peruwelz, Belgium
- Leadership of ML/DL developer teams
- Machine and Deep learning Algorithms
- Develop Deep Learning models based on different frameworks (Tensorflow, Pytorch, TLT Nvidia, YoloV4, YoloV3).
- Integrate Deep Learning models on Egde devices : Nvidia jetsons (Nano, NX, Xavier).
- Leveraged Azure Machine Learning and AWS cloud services for the development and deployment of advanced video surveillance systems
- Develop web application that interact with Edge devices.
- Designed and implemented machine learning models on Azure and AWS platforms for real-time video analytics, significantly enhancing security measures
- Filesystems, Server architectures and Distributed Systems
- Installation, update, maintenance and implementation of services: Openvpn, Wireguard, Confluence, Gitlab.
Researcher Scientist
2016 - 2020
Faculty of Engineering, University of Mons, Mons, Belgium
- Deep Learning frameworks test and implementation (Tensorflow, Pytorch).
- Develop Deep Learning models based on different frameworks.
- Indexing videos and images on BigData.
- Image processing on BigData.
- Energy consumption of Image Processing algorithms.
- Writing and publishing scientific articles
Teaching Assistant
2015 - 2016
Faculty of Exact Sciences & Informatics, Mostaganem University, Algeria
- Propose and gives several Courses (Machine Learning, Deep Learning, SQL, PL/SQL, Multimedia information retriveal, IoT).
Computer Engineer
2014 - 2015
Baker Hughes Company in Hassi Messaoud, Algeria
- Manage and maintain databases systems (Oracle).
Services
Feel free to read what i can propose as services. You can contact me any time for more details
Training DL Models
Training DL Models with differents frameworks (Pytorch, Keras, Yolo, Tensorflow, Tensorrt)
Accelerate DL models
Accelerate DL models by applying differents techniques and analysing the architecture in order to improve models inference
Integrate DL models
Integrate DL models on differents platforme and devices (Phone, Raspberry, Jetson, Web applications)
Linux adminitration
Installation, update, maintenance and implementation of services: Openvpn, Wireguard, Confluence, Gitlab
Comments
Comming soon.
Contact
Feel free to contact me by Phone or Email. I will try to response you as soon as possible
Location:
Avenue du général de gaulle, 7000 Mons, Belgium
Email:
contact@amintechs.com
Call:
+32 470 29 69 62