About Guy
French
Native or bilingual
English
Fluent
Experience
- AI Biz ShiftFounder & Product Builder — OnPulse (SaaS for ESATs)MEDICALJanuary 2026 - Today (7 months)Valence, FranceDesign and solo development of OnPulse, a video quiz SaaS platform for ESATs (Establishments and Services for the Support of Disabled Workers): evaluate and track the skills of workers with disabilities through accessible monthly quizzes (FALC format).👉 Automatic AI video generation from business repositories👉 Automatic update of skills matrices after each quiz👉 Multi-level dashboard: view by job, by ESAT, by association👉 Dual animation mode: group (with supervisor) and individual (autonomously)👉 Multi-tenant SaaS architecture with role management (worker, supervisor, director, admin)Stack: Next.js 15 · React 19 · Prisma · Supabase · Scaleway S3 · fal.ai · shadcn/ui · n8n · Claude Code (BMAD method)22 features · 117 automated tests (107 unit/integration + 10 E2E) · CI/CD · GDPR + AI Act. Finalization before pilot deployment (3-5 ESATs).
- AI Biz ShiftAI Voice Agent — Telephone Switchboard (Hackathon, June 2026)RESTAURANTS AND FOOD SERVICEJune 2026 - June 2026Valence, FranceDesign and production deployment of a telephone voice agent for order taking in fast food, in 2 weeks. Role: end-to-end design, deployment, and field validation.👉 Real-time speech-to-speech agent that answers, understands the order in French, and sends it to the kitchen (instant notification)👉 Multi-tenant architecture by number: a single backend routes each line to the correct establishment, multiple configured businesses (restaurant, kebab, artisan)👉 Business reliability: total recalculated from the menu (never an invented price), customer memory (recognition of regulars), order log👉 Compliance by design: AI announcement (AI Act art. 50), data hosted in France (GDPR)👉 Field validation: demos in real conditions and identification of a distribution channel (regional point-of-sale software publisher, ~50 establishments)Stack: Python (FastAPI) · Twilio (Media Streams, FR number) · Grok Voice (speech-to-speech) · Whisper · Telegram · CoolifyInsight: voice technology is commoditized; defensibility lies in business depth, French compliance, and distribution.
- AI Biz Shitn8n Hackathon 2026 — ENGAGE (AI Video Pipeline)SOCIAL NETWORKSFebruary 2026 - February 2026Valence, FranceIn 2 weeks at the n8n Hackathon 2026, a team of 7 consultants (France & Canada) designed ENGAGE, an automated AI video production pipeline for B2B consultants. My role: data architecture & control cockpit.👉 Airtable Hub (18 tables): single source of truth for the pipeline (influencers, publications, scripts, avatars, logs), designed to avoid repeating angles on 125 topics👉 Control Cockpit (HTML/JS): multi-tab dashboard for real-time monitoring — multi-platform collection (LinkedIn, YouTube, Instagram), AI scores, video progress, cost per content👉 Complete pipeline: scraping → analysis → scoring → script → video → publication, with 4 AI quality gatesStack: n8n · Airtable · GPT-4o · Claude · Apify · WaveSpeed · Kling 2.6 · ElevenLabs · Creatomate · LinkedIn APIResults: 40 n8n workflows · 200+ nodes · 10 orchestrated AI APIs · production cost < €2/content.
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Education
- Executive Specialized MasterTelecom ParisTech2011Architect Telecom Oriented Multi-Service
- Master of EngineeringConservatoire National des Arts et Métiers1995Ingénieur en informatique
Skill set
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