About Ayman
French
Native or bilingual
English
Fluent
Experience
- Esmé SolutionsGenerative AI & Automation Consultant: AI Agents, n8n, RAGCONSULTING AND AUDITSOctober 2023 - Today (2 years and 8 months)Paris, FranceDesign and deployment of business tools integrating generative AI, adopted transversally by sales and operations teams: reporting automation, regulatory classification, data analysis.End-to-end implementation of n8n automation workflows: multi-tool orchestration (CRM, databases, document repositories), automatic data extraction and consolidation, document processing, and AI agents orchestrated with tool access (tool use, function calling) acting directly on operational processes in production.Design of conversational assistants on knowledge bases (RAG): business technical Q&A, document search, information synthesis and retrieval, operational decision support.Leading generative AI training and awareness sessions for teams and management: use case framing, prompting, change management.
- METIGAData Consultant: Data Analysis, Business Cases, SaaSENERGY AND UTILITIESJanuary 2022 - September 2023 (1 year and 8 months)Paris, FranceAnalysis of energy data for a portfolio of 10+ major clients: data source cleaning and consolidation, indicator and dashboard construction (Power BI).Automation of reporting production and modeling of energy consumption optimization scenarios to improve reliability and speed up analysis.ROI studies and quantified business cases supporting commercial development and client decisions, with clear results presentation to decision-makers.Deployment and configuration of steering SaaS solutions: client onboarding, data configuration, and quality assurance.Structuring new data service offerings: process framing, deliverables, and pricing.
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