What services does Louay Elbiche offer?

Technical product management, AI agent architecture, full-stack SaaS development, infrastructure and DevOps, RAG chatbots, branding and design systems, and AI creative production. Available for consulting, contract, and full-time engagements.

Where is Louay Elbiche based?

New York City, NY. Available for remote work and on-site engagements across the US and internationally.

What is Louay's experience with AI agents?

32 autonomous AI agents built and deployed across business automation, customer engagement, content generation, and data analysis. The orchestration system processes 2,132+ learning signals and maintains 249 behavioral patterns.

Does Louay do consulting or contract work?

Yes. Available for consulting engagements (advisory, architecture review, technical strategy), contract roles (3-12 months, embedded PM or technical lead), and full-time positions.

What tech stack does Louay use?

Next.js 16, React 19, TypeScript, Tailwind CSS v4, PostgreSQL, Prisma, Docker, nginx. For AI: Gemini, Claude, GPT-4o, custom RAG with hybrid search. Infrastructure: SOPS + Age encryption, Gatus health monitoring, PM2.

What industries has Louay worked in?

Blockchain and crypto (Blockdaemon), music streaming (SiriusXM/Pandora), mobile apps (Influence Mobile), financial services (Spryte Labs/ETF), hospitality, e-commerce, legal, and professional services through Runwell Systems.

What is Runwell Systems?

Runwell Systems is an AI infrastructure company founded by Louay Elbiche in 2024. It builds AI chatbots, business dashboards, custom websites, and marketing automation for small and mid-size businesses. Headquarters in New York City.

How does Louay's PM approach differ?

Full-stack ownership from PRD to production deploy. Every product decision is backed by an artifact (PRD, spec, ticket) with traceability. The claude-PM system captures decisions as learning signals, so the process improves with each project.

FULL-STACK SAAS DEVELOPMENT

30+ packages, 11 client deployments (Runwell Systems, 2024-present)

Full-stack SaaS development is building production-ready web applications from database to deployment. Every layer is owned: schema design, API contracts, UI components, authentication, billing, and infrastructure.

TECH STACK

Technology stack for full-stack development
LAYER	TECHNOLOGIES
Frontend	Next.js 16, React 19, Tailwind CSS v4, TypeScript
Backend	Node.js, Express, tRPC, REST APIs
Database	PostgreSQL, Prisma ORM, SQLite, Redis
Auth	Better Auth, session management, RBAC
Infra	Docker, nginx, PM2, Gatus monitoring
AI	Gemini, Claude, GPT-4o, RAG with hybrid search

WHAT I BUILD

Multi-tenant SaaS platforms with isolated data and config per client
Business dashboards with bookings, CRM, inventory, and analytics
AI chatbot products deployable across 5 channels
E-commerce with product scraping, cart, and Shopify integration
CMS-driven websites with snapshot-first architecture
Design systems with Tailwind tokens and reusable component libraries

RESULTS

30+: shared packages across the Runwell monorepo
11: client deployments running in production
57: health endpoints monitored via Gatus