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Carl Scutt

@carlscutt

AI systems evaluator at ChatMagicAI who developed a governance platform with a 14-layer validation pipeline and 389 automated tests.

Spain

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What I'm looking for

I’m seeking remote opportunities in AI evaluation, AI training, data quality, technical QA or AI governance support, working in English. I’m open to suitable full-time, part-time and contract opportunities compatible with being based in Spain.

At ChatMagicAI, I design, develop and test AI-powered applications and workflows. I developed Governator, an AI Governance Platform with a 14-layer validation pipeline, 389 automated tests, approval controls and tamper-evident audit logging.

I also developed a local AI Coding Engine that generates code from natural-language instructions. Evaluating its outputs has let me identify limitations such as hallucinated content, incorrect external references and formatting failures, and test how changes affect existing functionality.

Before this independent project work, I worked in 24/7 network operations at Sapphire Networks / Broadband Gibraltar, supporting telecommunications infrastructure from 2008 to 2024. I monitored service performance, investigated incidents and supported fault escalation and service restoration. I’m particularly interested in AI model evaluation, instruction-following assessment, data quality, technical QA and responsible AI deployment.

Experience

Work history, roles, and key accomplishments

Current

Independent AI Systems Builder

Current

ChatMagicAI

Apr 2024 - Present (2 years 6 months)

Design, develop and test AI-powered applications and workflows using local language models, AI development tools, automation and structured validation. Implemented a 14-layer validation pipeline with 389 automated tests and developed a local AI Coding Engine.

Local LLMs Ollama Python fastAPI JavaScript REST APIs RAG Testing Automation Git Workflow Automation Structured Validation Audit Logging

Network Operations / Technical Support

Sapphire Networks / Broadband Gibraltar

Apr 2008 - Apr 2024 (16 years)

Worked in 24/7 network operations supporting telecommunications infrastructure, service availability and customer connectivity. Monitored network performance, investigated incidents, and escalated complex technical faults.