Freelancer profile translated to English.
Back to original languageAbout Alexandre
Machine Learning Engineer specializing in the implementation of cutting-edge AI solutions, distinguished by my mastery of MLOps, Computer Vision, and Large Language Models (LLMs) on platforms such as Vertex AI and Kubeflow.
Key Experiences and Projects:
- Integration of LLMs into Business Tools: Utilizing tools like Hugging Face, OpenAI API, LangChain, and Vertex Model Garden to enhance the interaction and efficiency of business tools through AI. Interactive applications with FastAPI and Streamlit.
- MLOps for Deep Learning: Expertise in setting up Deep Learning model training pipelines, using Kubeflow, Vertex AI, Docker, and Python. Code management with Poetry and workflow automation via GitHub Actions.
- Computer Vision Models for Clinical Image Analysis: Creation of advanced Computer Vision models with Python, PyTorch, TensorFlow, and Vertex AI. Experience in latent space exploration and diffusion models, focusing on automating clinical image analysis.
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- L'OréalComputer Vision & MLOps EngineerFASHION AND COSMETICSJuly 2022 - Today (3 years and 11 months)Bd Périphérique, Paris, France- Developing ML pipelines to ensure reproducibility, scalability, and model monitoring. Utilizing Kubeflow, Vertex AI, and Docker technologies, Github CI/CD.- Leading a team of 8 people, leading technical projects, providing technical guidance, implementing best practices, and helping in scientific decisions.- Integrating the latest AI generative models into in-house digital products to accelerate market and clinical data analysis. Utilizing technologies such as the OpenAI API, Hugging Face LLM Models, and LangChain.
- L'OréalData Scientist (Computer Vision)FASHION AND COSMETICSOctober 2020 - July 2022 (1 year and 9 months)Paris, France- Automated dermatological skin analysis leveraging AI (PyTorch, CNN, GANs) integrated into Skin Screen Technology, facilitating widespread skin diagnostics globally.- Oversaw subcontractors in the development of AI-related products, demonstrating leadership and management skills.- Supported the product evaluation team by analyzing data and addressing their predictive model requirements.
- L'OréalSoftware Engineer (Computer Graphics)FASHION AND COSMETICSFebruary 2019 - August 2020 (1 year and 6 months)Paris, FranceImplementation of Computer Graphics rendering engine using Nvidia Optix SDK
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Education
- Engineering School (Grande École)Institut d'Optique Graduate School | ParisTechMaster of Engineering, Computer Vision
- Machine Learning and Computer VisionUniversité Bordeaux