Hello, I'm
Michael Gaio
Senior Software Developer & AI Product Engineer
TypeScript • Python • Node.js • Next.js • AI Orchestration
I architect and build AI-enabled products, agentic systems, and intelligent workflows that solve real business problems and deliver measurable value.
Client Feedback
“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
About
Senior Software Developer
& AI Product Engineer
I’m a senior software developer and AI product engineer focused on turning business problems and opportunities into working AI-enabled products, systems, and workflows.
My background combines more than 25 years of software and web development with systems thinking, product development, marketing, and human-centered design. That breadth helps me approach AI engineering from both sides of the problem: what can be built technically, and what is actually worth building for the people and businesses who will use it.
I design and build AI applications, agentic systems, workflow automation, API integrations, and full-stack products using modern AI and software development tools.
My graduate background in philosophy, cosmology, and consciousness studies adds another dimension to my work: a long-standing interest in complex systems, human–technology interaction, and how information becomes meaningful and useful.
How I Engineer
Senior Engineering.
AI-Augmented Execution.
- 01
Architecture & Judgment
I define system architecture, technical requirements, and the engineering decisions that guide development.
- 02
AI-Orchestrated Development
I coordinate AI coding agents and development tools to accelerate implementation, testing, documentation, and iteration.
- 03
Engineering Oversight
I review, integrate, and refine AI-generated work while maintaining responsibility for architectural coherence, reliability, and the finished product.
Senior EngineerAI OrchestratorServices
What I Build
I design and build AI-enabled products and systems that automate work, connect data and software, and create measurable business value.
Bring me the product idea, unfinished prototype, disconnected workflow, or existing system that needs to work better. I help clarify the opportunity, design the right solution, and turn it into a working AI-enabled product or system.
AI Products & Applications
Full-stack AI-enabled products, internal tools, and customer-facing applications.
- Custom AI applications and interactive product experiences
- Product architecture, prototyping, and implementation
Agentic Systems & Automation
Intelligent agents and automated workflows that connect information, tools, and actions.
- LLM agents, retrieval systems, and tool integration
- Multi-step workflows and automated business processes
Full-Stack Product Development
End-to-end software development, from user interfaces and application logic to deployment.
- Ship complete products from prototype to production
- APIs, databases, deployment, and rapid product iteration
Integrations & Systems Architecture
Connecting AI capabilities with existing software, business data, and operational systems.
- API integrations and connected data pipelines
- System architecture and modernization of existing applications
Engagements
Ways to Work Together
Discover
Clarify the problem, opportunity, requirements, and technical direction.
Build
Design and develop an AI product, automation, integration, or full-stack system.
Improve
Strengthen, extend, integrate, or modernize an existing product or workflow.
Process
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.
Implement
Build 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.
Client Feedback
“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
Portfolio
Selected Work
A selection of projects demonstrating software architecture, AI product engineering, full-stack development, and intelligent automation.
Capabilities
Skills & Tech Stack
Core capabilities across AI systems, backend infrastructure, and full-stack development.
AI Systems & LLMs
Backend & APIs
Frontend & Full-Stack
Applications
Where I Create Value
AI Products
Customer-facing AI applications, internal tools, and intelligent product experiences designed around real user and business needs.
Marketing & Growth Systems
AI-powered marketing, content, and customer engagement systems that streamline operations and support business growth.
Business Automation
Connected systems and automated workflows that reduce manual work, improve efficiency, and streamline business operations.
Knowledge & Agentic Systems
Intelligent knowledge systems, agentic interfaces, and automation workflows that help people reason, decide, and act.
Background
Experience
2022 – Present
AI Product Engineer & Systems Builder
Independent AI Development
Designing and building AI-enabled products, agentic systems, and intelligent business workflows
- Built AI applications, RAG systems, and agents
- Developed workflow automation and integrations
- Designed and shipped AI-enabled products
2022 – Present
AI Product Engineer & Systems Builder
Independent AI Development
Designing and building AI-enabled products, agentic systems, and intelligent business workflows
- Built AI applications, RAG systems, and agents
- Developed workflow automation and integrations
- Designed and shipped AI-enabled products
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
Code
GitHub Activity
Public repositories and open source work demonstrating active development.
Loading repositories...
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
Frequently Asked Questions
What does an AI Product Engineer do?
An AI Product Engineer combines software engineering, AI integration, product thinking, and systems design to turn ideas and business problems into working AI-enabled products. I help identify what is worth building, design the system, connect models, data, and tools, and ship products that people can use and improve.
What can you help me build?
I help turn ideas and business opportunities into AI-enabled products, internal tools, customer-facing applications, agentic systems, workflow automations, API integrations, and full-stack products. We can start with a product concept, an inefficient process, or an existing system that needs to work better.
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.
Can you build agentic systems that use MCP, WebMCP, A2A, or A2UI?
Yes. I design and build agentic systems that connect models, tools, services, and interfaces through standards and interfaces such as MCP, WebMCP, A2A, and A2UI. The goal is a reliable system that can use the right capabilities, coordinate work, and provide useful interactions within the constraints of the product.
Where can automation create the most value in my business?
The best opportunities are usually repetitive, time-consuming, error-prone, or disconnected processes involving people, data, and software. I can help map how work happens today, identify where AI or automation can create measurable value, and design a system that fits your existing tools and constraints.
Are you available for contract work or employment?
I’m available for freelance projects, contract engagements, and suitable part-time or full-time opportunities. I work remotely and am particularly interested in AI product development, agentic systems, and full-stack software engineering.
Contact
Start a Conversation
Choose the path that matches your inquiry.
Book a Project Call
For freelance, consulting, and contract inquiries.
Send a Message
For employment opportunities, partnerships, and general inquiries.
Have an AI product or business problem worth solving?
Let’s talk about what you’re trying to build, improve, or automate—and whether I can help turn it into a working system.