Real-world operations
Production, logistics, automotive manufacturing, quality control and industrial environments. Learned what downtime, defects, handoffs and process friction actually cost.
CARLOS MÁRQUEZ LLÁCER · VALENCIA → WORLDWIDE
AI systems builder with an unusual edge: years inside real operations before building automation for them. I combine process thinking, business judgment and AI-assisted engineering to turn messy work into connected, measurable systems.
THE DIFFERENCE
I have worked where processes fail in the physical world: production lines, logistics, quality and manufacturing. That background now shapes how I build software and automation: reliability, clear handoffs, evidence and outcomes first.
Production, logistics, automotive manufacturing, quality control and industrial environments. Learned what downtime, defects, handoffs and process friction actually cost.
Shifted from operating processes to designing systems that automate and improve them with AI, software integrations and measurable workflows.
AI Solutions Engineering, AI Automation, Forward Deployed / GTM Engineering, technical consulting, implementation projects and full-time opportunities.
PROOF > PROMISES
Designed workflows that connect AI models, APIs, webhooks, business tools and human gates so work can move from request to verified outcome.
Built operating concepts around specialized agents, orchestration, state, evidence, permissions and escalation instead of one-shot prompting.
Created an AI control-tower approach for incidents, task queues, agent registries, state synchronization, verification and continuous improvement.
Turn operational friction into a buildable system: discover the problem, choose the architecture, connect tools, ship, verify and measure value.
MY OPERATING SYSTEM
CURRENT TOOLBOX
Tool fluency evolves continuously. A tool listed here means working familiarity/use; it does not imply that its integration is currently LIVE or E2E-verified. Live integration claims are made only where fresh evidence exists.
WHAT I CAN DO FOR A COMPANY
Map the workflow, bottlenecks, systems, risk and measurable success criteria.
Build a working AI/automation path instead of another strategy deck.
Return evidence: what ran, what failed, what changed and what should happen next.
NOT A STATIC CV
New systems, deployments and verified outcomes replace claims over time. The objective is simple: make it easier to judge me by what exists than by what I say.