
Martins Gold
Claude AI Specialist Setup Fixes Prompt Engineering
Habilidades

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Experiencia laboral
Lead AI Automation & Prompt Engineer
AIHR • Freelance
Dec 2025 - Mar 2026 • 3 mos
As the Lead Engineer at Autonomous AI Solutions, I specialize in architecting advanced AI workflows and optimizing command-line environments to help non-technical founders, developers and businesses seamlessly deploy operational AI systems. My primary focus is bridging the gap between cutting edge LLMs and real-world business infrastructure using the Anthropic ecosystem.Key Expertise & Achievements: Model Context Protocol (MCP) Server Setup: Successfully architected and deployed custom MCP servers to safely connect Claude Desktop to enterprise data environments, local directories, PostgreSQL databases and third party tools like GitHub and Notion.Advanced Prompt Architecture: Engineered highly structured, production grade system prompts utilizing hierarchical XML tags (<role>, <rules>, <context>) to enforce absolute constraint adherence, reduce model hallucinations, and fine-tune specialized AI personas.Vibe Coding & Debugging Assistance: Partnered with dozens of independent creators to troubleshoot, test, and debug broken AI-generated codebases (React, HTML/CSS, Python), transforming raw AI scripts into stable, hosted web applications.Knowledge Base Optimization: Restructured chaotic corporate knowledge repositories into clean, indexed Markdown (.md) structures optimized for Claude Projects, resulting in flawless accuracy during client contextual execution.Workflow Automation: Designed multi-agent routine execution loops integrating terminal operations with no-code middleware like Zapier and Make.com to drive backend efficiency.