Hi everyone! 👋

⏰ The new school year is already here, so it’s the perfect time to share a quick update on what’s ahead!

Orange Business

🚨 New project, new team, new tech, new responsibilities!

We’re building a chatbot for the general public, capable of interacting in real time with various internal client services via their APIs.

To achieve this, we’re using cutting-edge technologies and architectures:

• Multi-agent systems with graphs (shoutout to LangGraph, hi LangChain)
• Open-source SLMs and LLMs (hi Hugging Face)
• Frugal approach: using the smallest models possible
• Structured outputs and tool calls via fine-tuning (hi Groq)
• Guardrails

Beyond development, my role is to design the architecture so that it is:

• Adaptable to our client’s and users’ needs
• Future-proof: better models are always coming out, we need to keep up
• Secure: new jailbreaking methods are always emerging
• Testable: yes, even LLMs can be tested 😉 (hi Promptfoo)
• Monitorable (hi Langfuse)

Conferences

New challenge! I’m taking my first steps into the world of public speaking! 📣

Two conferences scheduled for October, a few more applications submitted—more news soon 😁

Polytech Nice Sophia

Here we go, the final year of the engineering program—the time to specialize! 🥳

➡️ Big focus on research in generative AI

Here’s a quick look at what’s coming up:

• Advanced AI Models (by Enrico Formenti) → Multi-Agent Systems, GAN models
• Advanced Natural Language Processing (by Elena Cabrio) → Deep Neural Networks, LLMs
• Machine Learning for Networks (by Frederic Giroire) → Anomaly/attack detection

➡️ The direct result: more advanced, tailored, and innovative solutions for clients! ✅

Wishing everyone a great start to the year! 👋

Post initially published on LinkedIn