Hello, I'm
Michael Gaio
Applied AI Engineer & Software Developer
Designing and building production-ready AI systems, agentic workflows, and intelligent automation that solve real business problems.
About
Applied AI Engineer
& Software Developer
I'm an Applied AI Engineer and Software Developer focused on delivering production-ready AI systems, agentic workflows, and intelligent automation that solve real business problems.
With a graduate background in philosophy and consciousness studies, and a focus on complex systems thinking applied to AI systems design, I approach AI engineering with a focus on architecture, problem-solving, and human–AI interaction.
I design, build, and deploy RAG systems, orchestration pipelines, API integrations, and full-stack applications — shipping solutions quickly.
Years Web Development
Years Web3 / Crypto
Years AI & Automation
Projects Built
Services
What I Build
I build production-ready AI systems, automations, and applications that deliver real business value.
AI Systems & Agents
Design and deploy AI applications, RAG systems, and autonomous agents that automate workflows and augment human decision-making.
- Build AI systems that retrieve, reason, and act on real data
- Deploy assistants, copilots, and internal tools that reduce manual work
Workflow Automation
Build intelligent automation systems that integrate tools, APIs, and data pipelines to streamline workflows and increase operational efficiency.
- Eliminate repetitive tasks by connecting your tools, APIs, and data automatically
- Reduce operational overhead with pipelines that run with minimal intervention
Full-Stack Applications
Develop end-to-end web applications and internal tools with clean architecture, well-structured data models, and intuitive user interfaces.
- Ship polished, production-ready web apps and internal tools fast
- Build on clean architecture that scales without becoming a maintenance burden
API Integration & Systems Architecture
Design robust backend systems, REST/GraphQL APIs, and data pipelines that power modern applications at scale.
- Connect any stack with reliable APIs and data pipelines built for scale
- Turn fragmented systems into a unified backend that teams can depend on
Portfolio
Selected Work
A selection of projects demonstrating AI systems, full-stack development, automation, and real-world workflows.
Capabilities
Skills & Tech Stack
Core capabilities across AI systems, backend infrastructure, and full-stack development.
AI Systems & LLMs
Backend & APIs
Frontend & Full-Stack
Industries
Domains Served
Health & Wellness
Platforms for wellbeing, client transformation, integrative practices, and ecological sustainability.
SaaS & Automation
Custom applications, multi-agent workflows, automation systems, and AI-powered operations.
AI-Driven Products
LLM-powered applications, intelligent interfaces, agentic systems, and AI-powered tools.
Web3 / Blockchain
Decentralized applications, smart contracts, token ecosystems, and on-chain data architecture.
Background
Experience
2022 – Present
Applied AI Engineer & Systems Builder
Independent AI Development
Designing and building AI systems, automation workflows, and intelligent applications
- Built LLM-powered apps, RAG systems, and agent workflows
- Developed automation systems (n8n, APIs, integrations)
- Transitioned into production-focused AI engineering
2022 – Present
Applied AI Engineer & Systems Builder
Independent AI Development
Designing and building AI systems, automation workflows, and intelligent applications
- Built LLM-powered apps, RAG systems, and agent workflows
- Developed automation systems (n8n, APIs, integrations)
- Transitioned into production-focused AI engineering
2013 – 2022
Web3 & Independent Systems Development
Independent Research & Product Work
Deep involvement in blockchain, decentralized systems, and independent product exploration
- Early participation in crypto, NFTs, and token ecosystems
- Explored Ethereum, smart contracts, and decentralized apps
- Led and contributed to independent digital product initiatives
2013 – 2022
Web3 & Independent Systems Development
Independent Research & Product Work
Deep involvement in blockchain, decentralized systems, and independent product exploration
- Early participation in crypto, NFTs, and token ecosystems
- Explored Ethereum, smart contracts, and decentralized apps
- Led and contributed to independent digital product initiatives
2010 – 2020
Full-Stack Developer & Technical Lead
Freelance & Client Projects
Delivered client projects, led development efforts, and transitioned across major web technologies
- Built web applications and early cognitive training games
- Led development teams and client engagements
- Transitioned from Flash to modern web technologies
2010 – 2020
Full-Stack Developer & Technical Lead
Freelance & Client Projects
Delivered client projects, led development efforts, and transitioned across major web technologies
- Built web applications and early cognitive training games
- Led development teams and client engagements
- Transitioned from Flash to modern web technologies
2000 – 2010
Interactive Developer (Flash / ActionScript)
Freelance & Client Work
Early career building interactive web and media experiences
- Built pioneering interactive apps, maps, and 3D experiences
- Worked with early web technologies and animation systems
- Developed foundation in design + development integration
2000 – 2010
Interactive Developer (Flash / ActionScript)
Freelance & Client Work
Early career building interactive web and media experiences
- Built pioneering interactive apps, maps, and 3D experiences
- Worked with early web technologies and animation systems
- Developed foundation in design + development integration
Worked With
Feedback
What People Say
"Michael is a one-of-a-kind expert at all things crypto, NFTs, web3. He has helped my organizations strategize in this space, make strategic investments, and develop a vision for our future. He is one of the most broad-minded visionary people I've ever known. His ability to see connections between disparate technologies and business models is unparalleled."
James Shively
Corporate Strategy Manager, Microsoft
"Michael can be depended upon for knowledgeable, efficient and highly creative work."
Michael Gosney
Media and Event Producer, Digital Be-In
"Michael Gaio is a "world citizen" and a creative, brilliant and talented designer and developer. We worked together to create a pioneering visual tool for systems thinking and learning. His approach to complex problem-solving through visual frameworks is revolutionary. I give Michael my highest recommendation."
Duane Elgin
Author & Speaker, Media Activist
"Michael is a true digital visionary with the chops to bring his ideas to life. He has uncommon skill in creating dimensionality in an evolving medium and the capacity to deliver magic on the screen."
Jay Golden
Founder, Wakingstar Storyworks
"Michael Gaio created outstanding computer displayed visuals for the three-day leadership workshops I conduct. He was a joy to work with because he understood the complex philosophical concepts that I was presenting, and he was therefore able to create visuals that significantly enhanced my presentations."
Dave Ellis
President, The Brande Foundation
"I've had the pleasure of working with Michael on a few projects and have always enjoyed the experience. His professional integrity, combined with a consistently positive and engaging communication style, has always impressed me and made me feel that the projects were in great hands. And he is deeply knowledgeable technically as well as creative."
Marshall Lefferts
Consulting Producer, Buckminster Fuller Institute
"Michael was an absolute pleasure to work with on all levels. We had an extremely difficult challenge which he attacked with relish. He quickly learned some very arcane mathematics in order to make it happen, and created something that has worked well for years. He made the tools do things they were never designed to do."
Jahn Ballard
Founding Director, The Commons
"I have had the pleasure to consult and work with Michael on several occasions for the Buckminster Fuller Institute. He has an expert understanding of Flash and related technologies, and also brings a wealth of knowledge on sustainability, ecology and earth consciousness."
Joe Skopek
Co-Founder / Creative Director, Chromatrope
"Michael is the utmost in professionalism, timeliness, ingenuity and holism in every sphere."
Aurora Danai
Artist, Art Institute of Chicago
"We brought on Michael to create an interactive map for us, effectively the center piece of our new website. He is a pleasure to work with, full of excellent ideas to creatively solve problems that arise. We are extremely happy with our map!"
Marlo McKenzie
Producer, Concentric Media
"Great person to work with, am looking forward to working with Michael again."
Paul Rangel
Software Engineer
"Michael is an amazing teacher! Very engaging and talented. His portfolio and work samples were definitely inspiring to me and the other students — a true "flash guru" — giving Michael more then the needed credibility a teacher needs, to get a 100% of attention from his students!"
Deborah Jacobs
Art Director, Caldwell Snyder
Process
How I Build & Ship Systems
A structured, repeatable process for building and deploying AI systems that solve real problems.
Scope
Understand requirements, define system boundaries, and outline the problem to solve.
Design
Architect AI systems, data pipelines, and integration points. Plan for scale and resilience.
Build
Implement AI applications, APIs, and automation workflows with clean, maintainable code.
Integrate
Connect to existing systems, wire data flows, and test integrations across the stack.
Ship
Deploy to production, monitor, and iterate based on real-world usage and feedback.
Code
GitHub Activity
Public repositories and open source work demonstrating active development.
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Writing
Latest Articles
AI Design
Raw Intelligence vs Designed Systems
Raw AI intelligence produces inconsistent outcomes. The gap between AI that impresses and AI that actually works comes down to system design — not more intelligence.
AI Engineering
You Are the Architect. AI Is the Executor
AI-driven development works when you act as architect, not just a prompt engineer. Six failure modes I've found — and how to address each.
FAQ
Applied AI, Answered
What is an Applied AI Engineer?
An Applied AI Engineer designs, builds, and integrates AI systems for real-world use. The work combines software engineering, product thinking, data flow design, model integration, and production deployment. Depending on the project, that can include designing and building agentic systems, RAG pipelines, automation workflows, and AI-powered applications.
What kinds of AI systems do you build?
I build production-ready AI applications, RAG systems, AI agents, agentic workflows, automation pipelines, API integrations, and full-stack tools that solve concrete business problems.
Can you integrate AI into an existing product or workflow?
Yes. I work with existing software, APIs, data sources, and operational workflows to add AI capabilities without forcing a full rebuild.
What is the difference between automation and agentic systems?
Automation usually follows predefined rules and triggers. Agentic systems add more adaptive reasoning, tool use, memory, and multi-step decision-making while still operating inside clear constraints.
Contact
Start a Conversation
Available for freelance, contract, and full-time opportunities. Use the form or reach out directly.
Ready to build an AI system that works?
Let’s discuss your AI systems, automation challenges, or next project.