Welcome to my GitHub profile!
I'm a passionate Software Engineer, specialized in mobile, web, and AI-powered applications. I love solving real-world challenges by combining cutting-edge technologies with intelligent systems.
- 🤖 LLMs & Intelligent Agents: Integration and orchestration of models like Mistral, DeepSeek, GPT, LLaMA 3 using RAG architectures and multi-skilled agents (LangChain, LangGraph, MCP).
- 💬 Smart Chatbots: Adaptive Q&A chatbots for educational guidance, with user-personalized answers and FAISS-based retrieval.
- 📊 Machine Learning & NLP: Fine-tuning, question generation, Parcoursup admission rate prediction models.
- 🔎 Web Scraping & Data Structuring: Intelligent scraping and structuring of over 24,000 French higher education programs.
🔹 Topic: Massive scraping of Parcoursup data + intelligent chatbot + custom admission prediction
🔹 Tech: Large-scale scraping (24k programs), FastAPI + FAISS, RAG + fine-tuned LLM, vector and relational DBs, React UI.
🔹 Fine-tuned NLP models for the Tunisian dialect
🔹 Integrated Whisper, Gemini API, MarianMT, and TTS
🔹 Smart pipeline with LLM routing, vocal agents, and language correction
- 🚧 Deepen my work on intelligent LLM agents (LangGraph, ReAct, Toolformer)
- 🔒 Integrate GDPR-compliant models for educational applications
- 🔬 Build real-time intelligent pipelines (data scraping + LLM + personalization)
- 🛠️ Create a full guidance platform for high school students in France
- 📧 Email: [email protected]
- 🔗 LinkedIn: chaabani-achref