Andrew M

AI Content Automation Expert

ContentWriters

Feb 2026 - Present • 3 mos

A marketing agency struggled with a manual bottleneck that delayed client delivery cycles and increased operational overhead. Implementing an AI content creation workflow for marketing involved a sophisticated multi-stage architecture using n8n and Make.com to handle the heavy lifting. The process began with goal definition to align the AI's output with specific brand voices, followed by role assignment within the prompt engineering phase to ensure technical accuracy. By utilizing few shot examples and a Chain-of-Thought reasoning framework, the system autonomously generated high quality drafts that mirrored human expertise. This content workflow automation setup effectively bridged the gap between raw data and polished assets, resulting in a streamlined production environment where creative teams could focus on high-level strategy rather than repetitive drafting.

AI Content Automation Expert | Creative Asset Automation Systems

Business

Jan 2026 - Present • 4 mos

Marketing teams faced delays in producing and managing visual content at scale. As an AI content automation expert, systems were implemented for creative asset automation and content workflow automation setup using Canva, Make.com, and cloud storage integrations. The 5-step framework guided execution: defining asset requirements, assigning AI roles for design and copy, training outputs with examples, structuring workflows logically, and refining for consistency. This enabled teams to hire an automation expert for creative asset generation and automate content tagging publishing and distribution workflows seamlessly. The outcome was a smoother production cycle with consistent, ready-to-use assets.

Social Media Automation & AI Workflow Engineer

Ecommerce

Dec 2025 - Present • 5 mos

Developed automated social media systems to scale content distribution across platforms. Solved inconsistent posting and time-intensive content management Built automation workflows for Instagram, TikTok, and LinkedIn posting Integrated n8n and AI tools to automate captions, scheduling, and publishing Connected content pipelines with Canva and cloud storage systems Increased posting consistency and reduced manual effort by over 70% Improved engagement rates through consistent and optimized content delivery