Mohamed Amine Bennaji
Ariana,12
Summary
A motivated Data Scientist with more than 2 years of experience passionate about autonomous cars and robotics, working on levering Artificial intelligence and Machine learning algorithms combined with the power of data and domain expertise to solve some real-life challenges and make an impact on humanity following a complete process starting from business understanding to deployment and monitoring.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Data Scientist
InstaDeep Ltd
Tunis
02.2020 - Current
- Collaborated with internal stakeholders, identifying and specifying analytical requirements for customer, product and projects needs.
- Gathered, searched for right data sources answering business questions.
- Applied appropriate techniques to interpret key points from structured/unstructured data.
- Trained, evaluated and optimized models harnessing Machine Learning and Deep learning algorithms and techniques to find patterns and predict unseen instances.
- Applied coding best practices and Test-driven-development to ensure workflows' quality.
- Worked on variety of projects solving some real-life problems covering Visual Analytics (image classification, object detection and tracking, optical character recognition and 3D reconstruction) and Predictive Analytics( Time-Series-Forecasting).
- Deployed and monitored solutions on Cloud, edge devices and embedded systems.
Deep Learning Intern
Addixo MEA
La Manouba
07.2019 - 08.2019
- Read about Deep learning networks and frameworks (CNN, TensorFlow ).
- Implemented an object detection system within a project of autonomous driving that has 87.75 % of mean average precision.
- Collected and processed data (annotation, image processing).
- Trained, evaluated and optimized the execution time for real-time object detection model.
- Deploy models on Raspberry PI
Data Science Apprentice
Google Club ENISO
Sousse
06.2018 - 07.2018
- Enrolled in online courses about Data Science and Machine Learning.
- Worked on some guided projects to put in place the theoretical knowledge including Data Pre-processing and Natural language Processing.
Computer Vision Apprentice
Google Club ENISO
Sousse
07.2017 - 08.2017
- Read about Machine Learning and Deep Learning.
- Implemented some prototypes ranging from Image Classification, Face Recognition to Image Denoising and optimization.
Education
Engineering Degree - Embedded Software Engineering
National Engineering School of Sousse
Sousse09.2020
Pre-engineering - Mathematics, Computer Science And Technology
Institut Préparatoire Aux Etudes D'Ingénieurs
EL MANAR, Tunis06.2017
High School Diploma -
Lycée Pilote Kef
Le KEF06.2015
Skills
- Programming : Python, C, SQL, Matlab
- Software engineering: Git, Docker, Pytest, OOP
- Frameworks and SDKs: TensorFlow, PyTorch, Keras,Tensor Rt, ONNX,NVIDIA Deepstream
- Tools and Libraries: Open-CV, Open3D,Pandas, Numpy,Scikit-learn Tesseract, NLTK, , Matplotlib,
- Seaborn, ROS, PCL, Gazbo simulator
- Documentation: Notion, Confluence
Accomplishments
- Second Place in AI HACKHATHON 2019 organized by big companies within National Engineering school of Sousse.
Project:
- Smart Kitchen assitant
Languages
Arabic
Native language
English
Advanced
C1
French
Advanced
C1
German
Elementary
A2
Certification
Tools for Data Science : https://www.credly.com/badges/181a2f54-4824-4beb-90d0-5442952adda2?
source=linked_in_profile
TensorFlow Serving with Docker for Model Deployment :
https://www.coursera.org/account/accomplishments/verify/4D8FEH97N7ZZ
TensorFlow: Advanced Techniques [present]
specialization by Deep Present Learning AI
Custom Models, Layers, and Loss Functions with TensorFlow:
https://www.coursera.org/account/accomplishments/certificate/WR8VDJLAMMPJ
Custom and Distributed Training with TensorFlow:
https://www.coursera.org/account/accomplishments/certificate/PAETFLP8SZ3R
Extracurricular activities
- Junior Entreprise ENISo
2018 - 2020
Active member
- BIAT Foundation
2015 - 2018
Young Leader
Qualities and Work methodologies
- Autonomy, Flexibility, tolerance
- Agile methodology
Timeline
Data Scientist
InstaDeep Ltd
02.2020 - Current
Deep Learning Intern
Addixo MEA
07.2019 - 08.2019
Data Science Apprentice
Google Club ENISO
06.2018 - 07.2018
Computer Vision Apprentice
Google Club ENISO
07.2017 - 08.2017
Engineering Degree - Embedded Software Engineering
National Engineering School of Sousse
Pre-engineering - Mathematics, Computer Science And Technology
Institut Préparatoire Aux Etudes D'Ingénieurs
High School Diploma -
Lycée Pilote Kef
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