Abdelkarim MAJDOUB
ML/Data Engineer
Based in Toulouse, FR
© 2023 Karim. All Rights Reserved
Hire Me!Introduce
Say Hi from Karim, ML/Data Engineer
I design and code elegantly simple Machine Learning models and Data pipelines, and I'm deeply passionate about my work. It's that straightforward. Crafting elegant designs and developing clean code for beautifully simple solutions in the realm of Machine Learning and Data pipelines fills me with passion, and I treasure every moment of it.
4+
Years of
Experience
10+
projects completed on
3 countries
About
Bridging Data for
Actionable Insights and Growth
Coding my way through the realm of machine learning and data engineering for the past 4 years, I've ventured into collaborations with tech giants, and partnered with brilliant minds to craft data-driven solutions for diverse industries. My confidence is steady, my curiosity boundless, and I'm on an eternal journey to elevate my skills, tackling one complex problem at a time.
Resume
Experience & Education
Big Data Engineer & Foundry Developer
Capgemini Technology Services - Client : Airbus SAS
The aim of this project is to classify aircraft parts for Airbus using a Palantir Foundry workshop application called LANETA, leveraging the Skywise platform. My role involves developing the interface of this application and processing a data stream through a data pipeline.
Tools :
Palantir Foundry
PySpark
TypeScript
Data Engineer & Python Developer
Capgemini Technology Services
This is an internal project at Capgemini aimed at developing a desktop application for the automated management and ordering of consumables and tools in storage locations using IoT techniques. My responsibilities encompassed designing a class diagram, contributing to UI and back-end development, maintaining code integrity, and deploying the application in isolated containers for efficient operation.
Tools :
Qt Creator
Python
MySQL
AWS
Docker
Git
Modelio
DataViz Developer
Safran Helicopter Engines
It's a freelance mission focused on data manipulation to extract the required data for populating the dashboard. Additionally, it involves developing tools to streamline operational maintenance management and enhancing the tracking of supplied parts by implementing automatic alerts and reminders.
Tools :
Power BI
Microsoft SQL Server
DAX
Data Scientist
TotalEnergies
During this projet, I specialized in real-time analysis and processing of seismic images, preparing and augmenting data for convolutional neural networks. My work involves feature engineering, unit and integration testing, developing and evaluating various deep learning models, and reducing noise in seismic data using the UNET deep learning model.
Tools :
Python
Linux
Tensorflow
Sickit-learn
Open-cv
NumPy
Data Scientist
National Institute of Scientific Research - Quebec
For this internship project, I gather and prepare data using a database management system like MySQL, perform data cleaning and preprocessing, and engage in feature engineering and statistical analysis. I design the architecture of a machine learning model, optimize hyperparameters using GridSearchCV, and validate the model's performance, enabling accurate predictions in different oil fields.
Tools :
Python
Sickit-learn
Pandas
NumPy
MySQL
Master's degree in Artificial Intelligence & Management
IA School - Elearning Campus
Master's degree in complementary skills in computer science
University of Claude Bernard Lyon1
Master's Degree in Petroleum Engineering
University of Pau and Adour Countries
Bachlor's Degree in Drilling Engineering
University of Carthage
Services
My Specializations
Data Science & Machine Learning
I built innovative machine learning models and data science solutions using Scikit-learn and Tensorflow
9 ProjectsBig Data Engineering
I developed data pipelines for deployment using tools like Apache NiFi & Apache Airflow and data engineering solutions using Apache Spark
2 ProjectsData Visualization
I created data visualizations and deployed interactive dashboards using Power BI
1 Projectmy skills
My Advantages
90%
Python
85%
Tensorflow
85%
Sickit-learn
80%
MySQL
70%
APACHE Spark
50%
Amazon Web Services
80%
Power BI
ARTICLES
Articles & Blogs
testimonial
Trusted by Many Collaborators
Sam Whitehead
Geophysicist at TotalEnergies
“Karim worked with us implementing some interesting machine learning techniques. He has a good grasp on the discipline and works well in a team environment.”
François DELPONT
Head of Central Maintenance at Safran
“I highly recommend Karim, who worked with us. He is a talented and curious Data Engineer with strong skills in data visualization and Power BI development. His competence and dedication were instrumental in our project's success.”
Cédric Portalier
Concepteur (IS) at Capgemini Engineering
“Karim was a real pleasure to work with, and we look forward to working with him again. He's definitely the kind of data engineer you can trust with any project from A to Z.”
Erwan Gloaguen
Professor at INRS-Quebec
“During our collaboration, Karim contributed significantly to the deployment of innovative AI strategies. His solid understanding of the field and his effective teamwork skills were invaluable.”
Syrine Ben Elhadj Hamida
Ph.D. candidate at DMEX X-ray Imaging Center
“Incredibly skilled and prompt assistance! Karim excels in programming expertise and exhibits remarkable creativity.”
work with many brands worldwide
contact
Let's Work Together!
hello@karimmajdoub.com
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