AI
AI as an operating advantage.
Current focus: the intersection of artificial intelligence, agentic systems, workflow automation, and AI-native software — grounded in years of actually running businesses.
Practice
How I work with artificial intelligence
Hands-on experience with modern AI platforms, applied to real products and real operations.
AI-native product concepts
Designing software where the model is the core of the experience, not a bolt-on — shared context, multi-model orchestration, and agentic execution, as in SparksFlow.
AI agents
Agents that take real operational actions: research, drafting, data handling, scheduling, and cross-system workflows for the businesses being run.
Workflow automation
Connecting marketing, service delivery, reporting, and analytics into automated pipelines so a small team can operate several businesses.
AI-assisted development
Modern development workflows that pair product thinking with AI coding tools to move from concept to working software quickly — used across the web platforms and apps in this portfolio.
Prompt engineering
Structured prompting, evaluation, and iteration for reliable outputs in production-facing contexts.
AI in business strategy
The MBA concentration: applying AI to strategy, management, analytics, and organizational decision-making.
Thesis
One workspace. Multiple businesses. Multiple AI models. Shared context.
SparksFlow is the long-term vision: an intelligent operating system where AI assists with business operations, project management, workflows, research, knowledge, and execution. It is built from the direct experience of operating multiple companies at once.
SparksFlow case studyProduct
Concept validation, UX copy, feature scoping, and rapid prototyping.
Marketing
Content systems, SEO research, campaign iteration, lifecycle messaging.
Operations
Service workflows, reporting, customer communication, internal tooling.
Analytics
Data exploration, summarization, and decision support across businesses.
AI Projects
Where the work shows up
SparksFlow
Founder / AI Product Development
An AI-native workspace that connects businesses, projects, workflows, knowledge, and AI models inside one operating environment.
Hammoq
Founding Team / Head of Marketing
An AI platform that streamlines product processing and resale operations. Joined as part of the founding team; the company partnered with Goodwill and raised a $3M seed round.
Technology & Tools
The stack
Product & Design
- Figma
- Adobe Creative Suite
- UX/UI Design
- Product Strategy
- Product Architecture
Web & Development
- WordPress
- Webflow
- GitHub
- Vercel
- Netlify
- HTML/CSS
- AI-assisted development workflows
Data & Operations
- Airtable
- Salesforce
- Google Analytics
- Google Search Console
- Google Tag Manager
- CRM systems
- Analytics platforms
Artificial Intelligence
- Modern AI platforms
- AI-assisted development
- Workflow automation
- Prompt engineering
- AI agents
- AI-native product concepts
Work with me
Let's find out where AI pays off in your business.
Tell me about the problem you are trying to solve. I reply personally within two business days with an honest read on whether and how I can help. The lowest-friction way to start is a $750 AI Opportunity Audit.