About Toutel
French
Native or bilingual
English
Fluent
Experience
- BNPPPython Developer - AI PlatformBANKING AND INSURANCEAugust 2025 - Today (10 months)Pantin, FranceProject: Automated generation of PPTX content for banking clients from PDF documents using AI (RAG/LLM).Tasks:
- Integration of external Go services (RAG/LLM) on the Python side: REST calls, management of asynchronous executions, retries, and idempotence.
- Design and implementation of end-to-end orchestration: PDF ingestion, retrieval of relevant excerpts, generation initiation, and output normalization.
- Standardization of prompts (templates + temperature/top_p settings) to achieve a structured and stable output (JSON: titles, bullets, notes).
- Implementation of quality controls: schema validation, format constraints, handling of edge cases, and fallback mechanisms in case of partial failure.
- Automation of PowerPoint template filling using python-pptx
- Production monitoring: logs, failure rates, relevance of generated content
- ENGIEBackend Development Engineer (Python)ENERGY AND UTILITIESJuly 2023 - August 2025 (2 years and 1 month)Courbevoie, FranceProject: Maintenance & evolution of the backend for a predictive maintenance application for power plant equipment.Tasks:
- Familiarization with several micro-services
- Development of new features for micro-services
- Development of containerized APIs
- Utilization of AWS services (lambda, StepFunction, ECS, S3, dynamoDB, etc.)
- Development of unit tests (pytest)
- Code review & pair programming
- International context: meetings in French/English
- Moonshot insurancesPython Backend DeveloperBANKING AND INSURANCEJuly 2022 - July 2023 (11 months)Paris, FranceProject: Complete backend refactoring to transition from a monolithic architecture to a microservices architecture.Tasks:
- Audit of the backend code to understand the microservices requirement
- Implementation of a layered architecture for code modularity
- Setup of the skeleton for the different microservices
- Data management via a NoSQL database (dynamoDB)
- Development of the microservice for insurance policy management
- Development of various APIs (FastAPI) within the microservice
- Writing unit tests (pytest)
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Education
- Master 2 in Software and Systems Design and IntelligenceUniversité Paris Saclay2017