You run a business
Turn hard-won expertise into software that saves time, improves customer experience or opens up a new digital product.
SOFTWARE · PRODUCT BUILDING
I build modern software around real-world problems.
Websites, web applications, business systems and digital products — built with solid software engineering and enhanced with AI and automation where they create real value.
I work with people who know their world deeply: business owners, founders, domain experts and engineering teams.
Software Engineer · Product Builder · Forward-Deployed Approach
0102
BUILD
SoftwareWebProducts
combined with
INTELLIGENCE
AIAutomationData
THE OUTCOMEUseful products
DEVIE / 00101
What could we build together?
You don't need to arrive with a technical specification. The best projects often begin with an industry problem, a frustrating workflow or an idea that has never been turned into software.
You have an idea
Move from idea to research, prototype and real software. Test the important assumptions before investing heavily.
You have a technical challenge
Join an existing product or engineering team to build the integrations, interfaces, infrastructure or data capabilities a problem needs.
02A REUSABLE PRODUCT IDEA
A website that helps keep itself alive
Modern websites should not become abandoned after launch.
A business owner can share an idea, photos, notes or even a rough voice message with an AI assistant and ask it to prepare useful website content.
The assistant can research, draft and organize the content in a CMS. The owner reviews and edits every draft before anything is published.
- Professional website + CMS
- SEO-ready structure
- AI-assisted writing
- Human approval before publishing
CONTENT WORKFLOWHUMAN REVIEW INCLUDED
- 01Idea, photos or a voice note
- 02AI research and drafting
- 03A draft in the CMS
- 04Human review and approval
- 05A current website
Ready for human approval
03
Software first. Intelligence where useful.
AI is part of the modern software stack, but it does not replace good engineering.
Software engineering
- Websites
- Web applications
- APIs & databases
- Realtime systems
- Infrastructure
- Integrations & data
Intelligent capabilities
- AI assistants & agents
- Research automation
- Content workflows
- Knowledge search
- Vision & data
- MCP & tool integrations
The goal is not “add AI.” The goal is to build a better product.
04
Selected work
Some projects are products; others are prototypes or active research. Each starts with understanding a real domain and building something useful around it.
Industry softwareActive prototype
Pattern Craft
Digital sewing-pattern grading and made-to-measure workflows, combining geometry and domain logic with optional vision-AI assistance.
Content toolsProduct prototype
Vid2Tut
Turns instructional videos into structured tutorials using transcription, step extraction and automatic webpage or PDF generation.
Realtime systemsResearch prototype
AI Farm Digital Twin
A digital-twin prototype combining live sensor data, Modbus, WebSockets, 3D visualization and AI-assisted control.
AI infrastructureActive R&D
Agent Harness
A lightweight runtime for tool-using AI agents, with permissions, skills, memory, sessions and extensible interfaces.
Developer toolsWorking prototype
UI Preview MCP
Gives AI agents an interactive browser for rendering, inspecting, testing and adjusting user interfaces.
Business softwareIn development
Clinic & Business Systems
Role-based operations software for scheduling, records, communication and the everyday work that keeps a service business running.
05
From one problem to a reusable product
I look beyond completing a single project. Repeated needs can become reusable tools, platforms and, sometimes, entirely new companies.
- 01A real-world problem
- 02Understand the domain
- 03Build a working solution
- 04Find what repeats
- 05Create reusable tools
- 06Grow a product
06
Reusable tools I'm exploring
Some capabilities are designed as reusable MCP tools, so they can work with different AI assistants and products.
DemandLens
Find recurring problems, unmet needs and people actively looking for solutions across online communities.
Audience Intelligence
Understand what an audience asks, what competitors publish and which topics deserve attention.
Market Intelligence
Make competitor, pricing and product information useful to people and AI assistants making decisions.
Agent Operations
Give AI agents controlled access to development environments, infrastructure and operational tools.
07 / A WAY OF WORKING
I build to learn what should exist.
Many projects begin as questions: can specialist knowledge become useful software? Can a repetitive workflow become an intelligent capability? Can a tool built for one project help many others?
I use software engineering to find out. Some experiments stay experiments. Some become reusable tools. The most interesting ones may become companies.
- Can specialist knowledge become useful software?
- Can a website stay useful after launch?
- Can a tool built once help many products?
08 / START A CONVERSATION
Have a problem worth exploring?
You don't need a finished specification. If you know an industry, have access to users, see a repetitive problem or have an idea for a useful product, I'd like to hear about it.
- 01I have a business problem
- 02I have a product idea
- 03I have a technical challenge
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