Marian Baicuianu
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Available — Q3 2026

Engineering
What’s Next.

AI systems, automation and creative production — built to enterprise standard.

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Marian Baicuianu — AI Systems Architect
Engineered with
OpenAIClaudeRetell AIElevenLabsTwilion8nSupabaseStripeTypeScriptReact
— What I build

A single practice, five disciplines.

I lead every engagement across strategy, architecture, engineering and craft — so the system you launch feels considered from the first frame.

Voice AI Agents

Production-grade voice receptionists that answer 100% of calls in natural Romanian and English — qualification, scheduling, triage and outbound — with contextual memory and CRM-native handoff. Zero missed calls, 24/7, on your existing number.

AI Automation

End-to-end workflow systems that eliminate manual operations — lead flow, back office, reporting and customer interaction — orchestrated across n8n, LLMs and your existing stack as a single coherent architecture.

Enterprise Integrations

CRM, telephony, calendars, ERP and payments unified into one data flow — no manual syncing, no lost information, no proof-of-concept fragility. Documented, monitored, owned by you from day one.

AI Creative Studio

Cinematic AI production for brands: commercials, product films, luxury real estate visualisation and social creative — directed and finished to the standard of a traditional production house.

Modern Web & Digital Products

React, TypeScript and edge platforms shaped into fast, conversion-focused products — with the same rigor I apply to backend systems and automation pipelines.

— Journey

A decade of building systems.

From physical training to global game engineering to AI systems — one continuous practice: designing feedback loops that compound.

  1. 2015 — 2022

    Independent Coaching

    Built and ran a private coaching practice — the foundation for a lifetime discipline in systems, feedback loops and long-horizon results.

  2. 2022 — 2026

    Electronic Arts

    Shipped production systems at global scale on FIFA, EA SPORTS FC 25 and companion platforms. Learned what enterprise engineering, quality gates and delivery culture really demand.

  3. 2023 — Present

    eAbonamente.shop

    Founded and operate a digital subscriptions e-commerce brand — end-to-end product, storefront, payments, automation and growth. Proof that I build the businesses I design.

  4. 2026 — Present

    AI Automation Garage

    Independent practice designing production AI systems — voice agents, workflow automation and enterprise integrations engineered for durability, not demos.

  5. 2025 — Present

    AI Creative Studio

    Cinematic AI production for brands: commercials, product films, luxury real estate visualisation and social creative.

— Why work with me

Enterprise craft. Founder speed.

01

Engineering mindset

Every system is designed with observability, testing and clear ownership — not glued together with prompts and hope.

02

Business-first thinking

I start from unit economics and operator workflows. AI is a lever, not the product. Outcomes are what matter.

03

Production-ready systems

You get software that runs on Monday morning — versioned, monitored, documented, and yours to own from day one.

— Start a conversation

Let's build something intelligent.

Whether you're looking to automate business operations, build AI-powered experiences, or produce high-end AI visual content — let's build something that delivers real value.

Connect on LinkedIn

Currently accepting a limited number of engagements for the next quarter.

Marian Baicuianu

AI Systems Architect. Building AI-native systems, creative tooling, and enterprise platforms.

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© 2026 Marian Baicuianuv0.1
— Selected work

Systems shipped, quietly.

A curated selection of enterprise systems and AI products — each built to earn its place in a company's operations.

All work
AI Automation Garage platform shown on laptop and mobile
Ai Automation

AI Automation Garage

AI voice receptionists, workflow automation and lead systems that run operations 24/7 — designed, integrated and deployed for growing businesses.

OpenAIn8nSupabaseTwilio
Case study in progress
I.O.A.N.A. — Intelligent Operational Automated Network Assistant
Voice Ai

I.O.A.N.A.

I.O.A.N.A. features a state-of-the-art voice processing engine; it understands if you are upset, corrects you if you make a mistake—or if your phrasing is ambiguous or you have a specific accent—and stores the correct data from your conversation.

OpenAIElevenLabsTwilioSupabase
Case study in progress
eAbonamente.shop e-commerce platform shown on laptop and mobile
Website Development

Website Development

Conversion-focused websites and storefronts — from premium e-commerce to marketing platforms. Designed, built and shipped end to end with speed, SEO and buyer trust engineered in.

SupabaseReactTypeScriptTailwind
Case study in progress
— Creative Studio

Cinematic AI, produced like a brand studio.

A dedicated arm of the practice — dedicated to commercial-grade AI video, product imagery and real estate visualisation. Every piece is directed, colour-graded and finished with the same care a traditional production house would demand.

AI CommercialsAI VideoLuxury Real EstateAI WalkthroughsAI Drone VideosAI Product AdsAI ImagesSocial Creative
Enter the studio
BLOOM — Skincare, Reduced to Its Essence
Commercial
BLOOM — Skincare, Reduced to Its Essence
VELOUR — The Art of Leather
Real Estate
VELOUR — The Art of Leather
FLAME / ZERO — The Premium Coffee Ritual
Product
FLAME / ZERO — The Premium Coffee Ritual
CHROMA — Color Without Limits
Walkthrough
CHROMA — Color Without Limits
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