Abdelmaoula E.

Data Scientist

415 dollar

Mon expérience

BNP ParibasApril 2021 - Présent

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bioMérieuxSeptember 2019 - August 2021

Classifying inventory using machine learning approach.
• Development of Biomerieux’s Global Supply Chain Control Tower to provide Visibility, Collaboration, Alerts, and Control of data.

Technologies used :|
- Python, TensorFlow, Keras, Sickit-learn, Pandas, Numpy, SQL


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LFZpartners (LFZ Consulting and LFZ New Tech)August 2020 - April 2021

Development of an Artificial Intelligence tool for the selection of the best candidates' resumes
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LIRIS Laboratory - Research project - Data ScienceDecember 2020 - April 2021

This project took place in the LIRIS laboratory (CNRS) in Ecole Centrale de Lyon.


Project : implementing a Deep Multi-Object Tracker for an all-in-one vision model

In this project, we aim to investigate computer vision methods for perception and deep understanding of the scene to enable AI empowered general purpose flexible and adaptable robotic systems for dexterous manipulation of objects. Specifically, given a scene observed by a robot, we aim to develop a general purpose “all-in-one” computer vision model for various tasks in scene understanding, e.g., detecting the objects of interest, segmenting their instances, estimating their pose, performing their tracking and further predicting one or more grasp locations for the latter stage robotic effective grasping.

This is a longstanding research problem in computer vision with applications in robotics and autonomous driving.

Key Words:
- Python, TensorFlow, OpenCV
- Image processing
- Object Detection
- Deep Neural Network
- Git
- Computer Vision
- Artficial Intelligence




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HEINEKEN FranceMay 2019 - August 2019

- Development of a Dashboard for detailed monitoring of Heineken France’s maintenance technicians.
- Implementation of data governance for business intelligence projects.

Technologies used: Python, SQL, Power BI, SAP HANA


Groupe SEBSeptember 2018 - April 2019

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Coca-ColaJuly 2018 - August 2018

The purpose of the internship was to develop and update the preventive maintenance plan

Technology uses: Excel

Mes compétences

Analysis methods and tools

Agile

Machine Learning

Scikit-Learn, TensorFlow, Deep learning

Big Data

Hadoop

Technologies

Software Engineering, Machine Learning, NumPy, Pandas

Languages

T-SQL, SQL, Python

Business Intelligence

Business Intelligence, Power BI

Frameworks

OpenCV

Others

Artificial Intelligence

Mes études et formations

General Engineering Diploma, MSc in General Engineering - École Centrale de Lyon2018 - 2021

Master's degree in Data Science - Ecole centrale de Lyon2020 - 2021