About Fabien
- Creation of automated financial or HR dashboards and reporting.
- Synchronization with sales teams: real-time interconnection between your databases and your field teams.
- Deployment of personalizedAI agents(LLMs, Prompt Engineering) for your customer support or sales pre-qualification.
- Enrich your CRM database: automate your prospecting database with real-time scraping and lead scoring.
- Automation of your sales funnel (Outreach, follow-ups, scoring).
- Electronic Invoice AMOA: complete transition to the Public Billing Portal (PPF).
- Implementation of digitized billing workflows interconnected with your ERP support.
French
Native or bilingual
English
Native or bilingual
Spanish
Conversational
Experience
- Guca SolucionesCRM & AI AutomationCIVIL ENGINEERINGMarch 2026 - April 2026 (1 month)Marseille, FranceThe challenge:Implementation of a CRM and automation of low value-added activities.Achievement:*Unique data architecture:Merging two distinct acquisition flows into a single source of truth on Airtable, eliminating duplicates and data loss.*Optimized user experience:Implementation of a dynamic questionnaire pre-filling system (via calculated buttons) to increase prospect completion rates.*Custom mapping:Development of a custom script integrating the Mapbox API to accurately geocode Spanish addresses (handling postal codes and cities), allowing for real-time case visualization.*Robust synchronization:Configuration of Make scenarios with advanced error handling to ensure service continuity even with malformed data.Technical Stack:*Database:Airtable (Views, Automations, Interfaces)*Automation:Make (formerly Integromat)*Development:JavaScript (Airtable Scripting), Mapbox API*Forms:Airtable Forms with URL pre-filling logicDeliverables:*Management Dashboard (Interface):A control center allowing the team to manage all activities.*Interactive Map:Automatic prospect mapping system for sector optimization.*Automated Follow-up System:Smooth conversion funnel between initial contact and qualification questionnaire.
- ByAlfredCo-founder Automation & AIRETAIL (SMALL BUSINESS)March 2025 - December 2025 (9 months)Paris, FranceAchievements:
- Development of ByAlfred, an in-store AI assistant to recommend personalized products.
- Implementation of a hybrid RAG + business logic system to improve recommendation relevance.
- Implementation of vector search (embeddings) to match customer needs with products (cosine similarity).
- Structuring an enriched product database (features, uses, profiles).
- Development of a scoring and filtering algorithm based on quiz answers (usage, level, constraints, etc.).
- Combination of AI results with strict business filters (stock, gender, terrain, etc.).
- Optimization of recommendations: top 3 relevant and diverse products (no duplicates).
- Design of an interactive, conversion-oriented in-store quiz.
- Deployment in real conditions (kiosk at Decathlon store) and collection of field data.
Stack:- React, Supabase (PostgreSQL + vector search), Edge Functions, SQL (RPC), OpenAI embeddings, cosine similarity.
Deliverable:- Functional AI assistant deployed in-store, combining vector search and business logic for real-time product recommendations.
- MercateamAI Consultant and ImplementationLOGISTICS AND SUPPLY CHAINSeptember 2022 - March 2025 (2 years and 6 months)Paris, France
- Interfacing language models (LLMs) with critical ecosystems (ERP, HRIS) to design custom business AI solutions.
- Technical management of a SaaS catalog that reached €200k ARR in 12 months, deployed with industrial leaders (Saint-Gobain, Dior, Otis) in an Industry of the Future approach.
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Education
- Learning ExpeditionHEC MontréalLearning Expédition
- MSc Information System & Digital Business ConsultingIAE Aix-Marseille Graduate School of Management2023