Freelancer profile translated to English.
Back to original languageAbout Rida
Python AI Engineer specialized in LLM & RAG architectures, I support companies from the POC phase to production.
I focus on:
• design of RAG pipelines (vector DB, retrieval, reranking)
• integration of LLMs (OpenAI / open-source)
• FastAPI backend development (APIs, auth, perf)
• structuring of industrializable AI POCs
I am used to working in environments with strong business constraints, with a focus on:
•
reliability
•
performance
•
maintainability
Available for short or long missions.
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- MantuPython AI Engineer / LLM – RAG (LangGraph)September 2025 - Today (11 months)Paris, France• Design and development of an internal AI tool based on RAG, used by 500+ daily users, for consultant reference search and recommendation• Implementation of advanced RAG architectures with LangGraph (agent orchestration, AI workflows, routing)• Integration of Langfuse for LLM performance visualization, monitoring, and analysis• Development of Python / FastAPI backend APIs for exposing AI functionalities• Deployment and operation on Azure environments (Azure App Services, security, access management)• Work on real production constraints: performance, reliability, traceability, securityIn parallel:• Interventions with major clients for:• analyzing complex business issues• designing AI POCs (LLM / RAG / automation)• transforming these POCs into usable solutions
- AFPAAI Engineer / AI ConsultantDIGITAL AND ITSeptember 2024 - September 2025 (1 year)Paris, France• Support business teams in transforming business needs into concrete AI solutions• Design of AI POCs (LLM, automation, data-driven solutions) adapted to business constraints• Development of backend solutions in Python• Deployment of solutions on Azure:• Azure AI Foundry• Azure App Services• Securing access and environments• Awareness of the challenges of scalability, security, and industrialization of AI solutions
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Education
- MSc AIEpitech2026Le MSc en Intelligence Artificielle (IA) à Epitech forme des professionnels qualifiés pour intégrer l'IA dans divers secteurs. Les étudiants apprennent à maîtriser les approches de l'IA, à comprendre l'apprentissage automatique et l'analyse de données, et à appliquer ces compétences dans des contextes pratiques. Le programme comprend des cours sur l'analyse du langage naturel (NLP), l'intégration de l'IA dans les systèmes de données, et la création de systèmes intelligents capables de résoudre des problèmes complexes. Les diplômés sont préparés à des carrières dans des domaines variés, allant de la finance à la santé, et à des postes clés dans la transformation numérique.