À propos de Charaf
- Building RAG pipelines on internal documentation (Confluence, SharePoint, PDFs, APIs, databases)
- Designing AI assistants & copilots that actually execute tasks via tools and APIs
- Creating secure, scalable GenAI backends (FastAPI, Java, Azure, Docker, Kubernetes)
- Improving LLM reliability: evaluation, logging, hallucination control, prompt & retrieval tuning
- Integrating AI into existing products and workflows
- LLMs & Orchestration: OpenAI, Azure AI Foundry, LangChain, agents, function calling
- RAG & Search: vector databases, embeddings, document pipelines, chunking strategies
- Backend & APIs: Python (FastAPI), Java (Spring), REST, tool APIs
- Infra & Ops: Docker, Kubernetes, CI/CD, cloud deployments
- Monitoring: Langfuse, custom evaluation, logging & feedback loops
- Machine Learning & NLP (research projects at Inria, large-scale text classification, transformers, LSTM, fine-tuning)
- Computer Vision (YOLO, image processing, detection and recognition pipelines)
- Advanced research topics such as neuromorphic models and attention mechanisms, explored in academic and experimental settings
Français
Bilingue ou natif
Anglais
Capacité professionnelle complète
Expériences
- AmadeusGenAI Developerseptembre 2025 - Aujourd'hui (9 mois)Working on the development and deployment of AI Assistants within the Amadeus Loyalty Platform, where I design RAG, agents and tool-calling capabilities across the Azure ecosystem to support their integration into real product workflows.
- SAAS OFFICEAI Engineermars 2025 - août 2025 (5 mois)06560 Valbonne, FranceContributed to the development and optimization of intelligent chatbots using Retrieval-Augmented Generation (RAG) models. Focused on improving pipeline efficiency, monitoring agent performance, and implementing scalable AI solutions tailored for SaaS platforms and enterprise use cases.
- InriaNLP & Machine Learning Engineerjuin 2024 - septembre 2024 (3 mois)06560 Valbonne, FranceWorking with the WIMMICS team on the CIGAIA project, focusing on the collection and processing of textual data related to the Ukraine-Russia war.
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Formations
- Master's degreeEIT Digital Alumni2025Master's degree
- Engineer's degreePolytech Nice Sophia2025Engineer's degree