Kamila Engelhardt

I built an AI Content Production Orchestrator in n8n that turns structured briefs into reviewed multimedia assets using OpenAI, Leonardo AI, ElevenLabs, Kling AI, Google Sheets, Gmail, Docker, and FFmpeg.

I design practical AI workflows with Human-in-the-Loop approvals, data validation, monitoring, polling, error handling, paid-asset recovery, and AI-content disclosure. I test and document workflow behaviour, implementation decisions, limitations, costs, and improvement options.

Before moving into applied AI systems, I spent more than 12 years reviewing EU-funded project expenditure, payment claims, invoices, budgets, and compliance records. At the Marshal’s Office of the West Pomeranian Region, I helped reduce financial and procedural risk through detailed, evidence-based review across projects valued up to approximately EUR 1.2 million.

I also bring hands-on experience in grant-project administration, export operations, property documentation, stakeholder coordination, and process improvement. I’m especially interested in translating business context and AI output-quality requirements into reliable workflows.