About Me
I am an AI Engineer and Data Scientist with a robust background in mathematics and statistics. Currently, I am completing my final year internship, which marks the end of my Master’s degree in Mathematical Computational Engineering.
As I transition from academic training to professional practice, I am seeking an entry-level position where I can continue to develop and apply my skills in artificial intelligence and data science.
Recently, I have been engaged with several technologies and frameworks, including:
- Design and implementation of multi-agent systems, assistants, and chatbots
- RAG, Fine-tuning, prompt engineering, feedback collection and analysis for customized AI solutions
- Deep Learning and Machine Learning
- Langchain, LangGraph, Transformers, Pytorch,...
Experience
Developing a multi-agent assistant using LLMs for app integration:
Focusing on fine tuning, prompt engineering, pipeline design, and prompt engineering.
Employing strategies like Plan and Execute, ReAct, and frameworks such as Langchain and LangGraph.
- Tags: GEN AI, LLMs, NLP, Transformers
Development of a Robot & Chatbot using AI and RPA at Orange. in Bordeaux, France.
- Tags: Data Science, NLP, AI, Transformers, Project Management, ROI
Designed and implemented a basic chatbot utilizing generative AI technologies, including OpenAI’s ChatGPT and Langchain, for a student support system.
- Tags: AI, LLMs, NLP, AI, Transformers, Langchain
Collaboratively implemented Python-based operations research techniques and machine learning methodologies for the cutting stock problem.
- Tags: Machine Learning, Operations Research
Developed a Windows Presentation Foundation (WPF) desktop application to control a robot using C# and XAML.
- Tags: Software Development, Robotics
Education
2021 - 2024
MSc in Data Science
IMT Atlantique (formerly Telecom Breatgne), Brest, France
GPA:
3.68/4.00
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Major Courses:
Probability & Advanced Statistics, Deep Learning, Machine Learning, Reinforcement Learning, Stochastic Modelling and Analysis, Numerical Methods, Optimization,…
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Minor Courses:
Operations Research, Algorithmics & Complexity, Graph Theory
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Other Courses:
Management & Business Strategy, Microeconomics & Macroeconomics
2023 - 2023
Exchange Program : Data Science
University of South Australia, Adelaide, SA
GPA:
4.0/4.0 (High Distinction)
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Major Courses:
Neural Networks, Computer Vision, Time series forecasting, Machine Learning, Probabilities and Data, Statistics, Predictive & Descriptive Analytics, Decision Making,…
2019 - 2021
Preparatory Education
Omar Ibn Al Khattab Meknes, Morocco
GPA:
4.0/4.0
- Prep Class: Mathematics, Physics and Computer Science
2016 - 2019
High School
Badr High School. Meknes, Morocco
GPA:
highest honors
- Mathematics specialization
Projects
Market Research
Mobile Phones
Data Analysis
ML-Analytics-NeuralNets
Autoencoders
Pytorch
Mobile Phone Market Analysis and Predictive Modeling
This project explores the mobile phone industry and provides insights into various aspects of the business, from market analysis to predictive modeling and data exploration.
Image Processing
K-means Clustering
Python
Computer Vision
RustLens - Image Processing for Wheat Analysis
Image processing techniques and the K-means clustering algorithm to detect and measure stripe rust infection in wheat leaf images.
Transfer Learning
Image Classification
Neural Networks
EfficientNet_B0
Pytorch
Transfer Learning - Image Classification
This project delves into the realm of image classification, drawing distinctions between images of horses and humans. Leveraging the capabilities of transfer learning, particularly with the EfficientNet_B0 architecture.
Get in Touch
Feel free to get in touch with me. Your questions, thoughts, and ideas are all welcome!