Welcome to my corner of the digital world! I am a passionate Data Scientist and AI/ML Specialist based in Paris 🇫🇷, dedicated to exploring the forefront of Artificial Intelligence and its practical applications.
My work primarily focuses on transforming complex data into actionable insights and building intelligent systems.
Here, you will find a collection of repositories, projects, and research focused on cutting-edge technologies and methodologies:
| Area | Key Technologies & Concepts |
|---|---|
| 🧠 Large Language Models (LLMs) | RAG (Retrieval-Augmented Generation), Prompt Engineering, Fine-tuning, and experimentation with models like Gemini, Mistral, Claude, LLaMA, and GPT-4. |
| 🤖 AI Agents & Workflow | Developing autonomous AI agents, multi-agent systems, and building robust AI workflows using frameworks like LangChain and LangGraph. |
| 🛠️ Deep Learning & ML | Computer Vision (PyTorch SSD), Neural Networks (CNN, RNN, LSTM), Recommender Systems, and unsupervised learning techniques like Self-Organizing Maps (SOM). |
| ☁️ Cloud AI Integration | Experimenting with enterprise AI platforms, including Azure OpenAI, Snowflake Cortex AI, and Databricks DBRX. |
| 📊 Data Visualization | Building impactful dashboards and enhancing data storytelling, particularly with tools like Tableau. |
I'm constantly diving into the next big thing in AI! Look out for my current projects focusing on:
- Focus-on-AI-Agent and Agent-the-next-big-thing: Researching the architecture and deployment of advanced, autonomous AI agents.
- Focus-on-RAG: Optimizing RAG pipelines for performance and accuracy in enterprise applications.
I enjoy sharing knowledge and connecting with fellow enthusiasts and professionals in the AI space.
- 🌐 LinkedIn: Magali Drumare — For professional updates and connections.
- ✍️ Medium Blog: Diplodoc — I write articles on AI, Data Science, Emerging Technologies, and Healthcare.
- ⭐ GitHub: Feel free to explore my repositories and star your favorites!