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 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.

TECHNICAL PRODUCT MANAGEMENT

70% shorter sales cycle (Blockdaemon, 2021-2024)

Technical product management is the practice of owning a product from strategy through production deploy. It bridges the gap between what the business needs and what engineering can deliver, with deep technical fluency in both.

WHAT I DELIVER

PRDs with traceability (FT-XX, MET-XX, OBJ-XX, RISK-XX IDs)
Technical specs with API contracts, data models, and edge cases
Sprint management with story points and dependency tracking
Go-to-market strategy (AWS Marketplace, self-checkout, sandbox environments)
Enterprise sales enablement (demos, documentation, competitive analysis)
Stakeholder alignment across engineering, design, sales, and leadership

TRACK RECORD

70%: shorter sales cycle at Blockdaemon through self-checkout and sandbox environments
10x: faster time-to-market at Spryte Labs with no-code website builder
50%: faster release cycle at Influence Mobile through cross-platform refactoring
23: products shipped across 7+ years in the industry

INDUSTRIES

Blockchain and crypto (Blockdaemon), music streaming (SiriusXM/Pandora), mobile apps (Influence Mobile), financial services (Spryte Labs), and AI infrastructure (Runwell Systems).