Rédoine Sereir

I help companies design, deliver, and evolve B2B web/SaaS products and mobile applications, and integrate AI into them in a useful and secure way.

15+ years of experience, delivery-oriented approach: scoping → architecture → development → production deployment. My foundation: Symfony / API Platform on the backend, Next.js / Vue.js on the frontend, React Native on mobile. Since then, I've added an applied AI layer: LLM integration, RAG systems on business data, agents, and automations.

What I handle

Scoping & Architecture: Lot breakdown, estimation, roadmap, technical trade-offs

Backend / API: REST (GraphQL if relevant), security, performance, integrations

Frontend: Next.js (SSR/SEO, performance) & Vue.js (business apps, dashboards)

Mobile: React Native (iOS/Android), API integration

Industrialization: Docker, CI/CD, monitoring, technical debt reduction

Tech Lead: reviews, mentoring, team standards, quality improvement

Applied AI Component

LLM Integration & Orchestration (OpenAI, Claude, Mistral) into an existing product

RAG Systems: Chatbots and search on your internal data (docs, databases, support)

AI Agents & Automations: n8n workflows, business agents, connection to your tools

Production Deployment & Security: Controlled costs, safeguards, protection against prompt injection

Where I am most useful

→ Integrating AI into an existing SaaS (assistant, RAG, intelligent search) without a complete overhaul

→ Creating / redesigning a B2B SaaS (roles & permissions, back-office, multi-tenant)

→ Automating business processes with n8n + LLM (SMEs and large corporations)

→ Next.js/Vue web platform connected to a Symfony API

→ React Native mobile app (MVP → V1 → scale)

→ Migration / Stabilization (Symfony version upgrade, performance, security, testing)

My real asset: I know how to put AI into production in real products, with the constraints of security, performance, and maintainability.

Fixed price or time & materials. Remote / on-site as needed