Open to opportunities

Anthony Mcgee

@anthonymcgee

Message

AI-native technical solution architect and founder turning ambiguous industrial problems into validated architectures.

United States

Message

What I'm looking for

I’m looking for a role where I can design AI Proving Ground-style POCs, build reference architectures with secure governance, and deliver clear presales + handoff-ready artifacts—while speaking fluently with both AI teams and reliability/OT stakeholders.

I’m an AI-native technical solution architect and founder building industrial-intelligence systems that bridge legacy OT infrastructure with modern AI/ML, edge-node, and hybrid-cloud architecture patterns for reliability and machine-state observability.

My work combines AI proving-ground style POCs with strict evidence discipline—structuring proof artifacts, research hypotheses, and production claims while translating complex engineering concepts into executive-ready technical narratives and delivery handoff-ready documentation.

With 27,000+ industrial electrical/reliability field hours, I’m fluent in uptime, failure-mode reasoning, and practical factory-floor communication—so I can validate AI workflows against real operational constraints and build governance-focused adoption plans.

Experience

Work history, roles, and key accomplishments

Current

Founder / AI-Native Architect

Current

Ai Base³ Solutions LLC

Jan 2025 - Present (1 year 6 months)

Built AI Base³ as an AI-native industrial-intelligence company bridging legacy OT with edge-node and hybrid-cloud architecture for reliability and machine-state observability. Engineered a client-safe AI architecture language (SINE~WaiV) and designed AI proving-ground-style POC and handoff-ready delivery workflows.

AI Proving Ground Style POCs Repo Aware AI Workflows Observability CI CD Azure AWS GCP Edge Node And Hybrid Cloud Patterns Low Latency Industrial Data Streaming Motor Current Signature Analysis (MCSA ESA) Concepts Cooley Tukey FFT Mixed Radix Framing Technical Reporting Workshops

Industrial Reliability Technician

Manufacturing and Operational Environments

Provided 27,000+ hours of field experience troubleshooting electrical, mechanical, and process-system issues in operational manufacturing environments under uptime and safety constraints. Translated technical symptoms and constraints into repair paths and root-cause reasoning while coordinating with operators and nontechnical stakeholders.

Motor Current Behavior Understanding Equipment Health Root Cause Analysis Safety Focused Execution Operational Translation

Education

Degrees, certifications, and relevant coursework

Coursera

Professional Certificate, Data Analytics

Completed the Google Data Analytics Professional Certificate, covering data analysis, dashboards, reporting, and SQL/spreadsheet-based concepts for business intelligence framing.

Coursera

Professional Certificate, Artificial Intelligence

Completed the Google AI Professional Certificate, focusing on practical AI literacy, workflow design, productivity, and implementation support.

Coursera

Specialization, Prompt Engineering

Completed the Google Prompting Essentials Specialization, including prompt architecture, task decomposition, structured output control, and AI-assisted drafting and research.

Coursera

Professional Certificate, Generative AI (Leadership)

Completed the Google Cloud Generative AI Leader Professional Certificate, covering generative-AI adoption, business transformation, and operating-model implications with leadership framing.

Coursera

Specialization, Generative AI

Completed the Google Cloud Introduction to Generative AI Learning Path Specialization, covering LLM foundations, responsible AI, AI agents/apps, and related Google Cloud generative-AI concepts.

Anthropic

Training Program, AI Collaboration

Completed training on AI collaboration with Claude through Advancing Women in Tech + Anthropic, focusing on human-AI workflow design and practical assistant orchestration.