Freelancer profile translated to English.
Back to original languageAbout Alexandre
Passionate data scientist with a strong background in machine learning, computer vision, and data analysis.
I have worked on projects combining NLP, computer vision, advanced statistical analysis, and big data processing. I design robust pipelines, from data cleaning to model deployment, with a particular focus on performance and scalability.
Key Skills:
Computer Vision (OpenCV, CNN, segmentation, image classification)
Machine Learning & Deep Learning (scikit-learn, PyTorch, TensorFlow)
Data Processing and Analysis (Pandas, NumPy, Matplotlib)
Data-oriented Python Development
Whether it's prototyping a model, analyzing a complex dataset, or creating a high-performance vision system, I can help you go further with your data.
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- Telecom ParisDrone Control with CameraApril 2025 - Today (1 year and 2 months)– Use of Mediapipe and YOLO for face and hand detection.– Mapping hand gestures for controlling a Tello drone– Unlocking drone control with facial recognition
- Telecom ParisNeural Network AttacksDecember 2024 - February 2025 (2 months)– Development of filters to simulate adversarial attacks (FGSM, PGD, DeepFool), highlighting the security flaws of neural networks– Analysis of the robustness of advanced deep learning models (VGG16, ResNet), quantifying their sensitivity to different perturbations
- Telecom ParisPersonality Signature: Expressive Conversational AI Agent - Chanel TechSeptember 2024 - Today (1 year and 9 months)– Creation of a virtual salesperson capable of adapting to the customer's personality and profile– Analysis of Hofstede's cultural dimensions to adapt the virtual salesperson's responses based on the customer– Implementation of advanced language models (LLM) and conversational memory (RAG)
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Education
- Specialized Master in Artificial IntelligenceTELECOM ParisIntelligence Artificielle
- Engineering Diploma in ElectronicsENSEIRB-Matmeca2023Electronique