Turn Your AI Prototype Into a Scalable Web App
Built something fast with AI — but now need real engineering?
AI got you to a prototype. I help turn it into a product you can trust.
I help founders and businesses turn AI-built prototypes into production-ready web apps: auditing the codebase, refactoring what's worth keeping, rebuilding what isn't, and putting proper structure underneath the product.
SaaS platforms, dashboards, admin systems, and business-critical apps in real environments—not demos.
Who this is for
- —Founders who built a first version with AI and now need a stable product
- —Teams with a working prototype that becomes harder to change every week
- —Businesses that used AI to move fast but now need cleaner architecture
- —Startups deciding whether to refactor, rebuild, or migrate parts of the system
- —Founders who want a straight answer on what to keep, rewrite, or remove
- —Companies that need a senior engineer to step into an existing codebase and straighten it out
What I help you fix, rebuild, and scale
- —Architecture reviews for AI-built or messy codebases
- —Refactoring duplicated logic and unstable app flows
- —Rebuilding critical features on stronger foundations
- —Fragile app structure that breaks when new features are added
- —Authentication, billing, permissions, and user management
- —Admin dashboards, internal tools, and customer-facing platforms
- —API integrations, data models, and backend cleanup
- —Internal tools that outgrew a fast first pass and need cleanup before they scale
- —Migration plans from prototype to production-ready system
You can also explore my full services offering.
Recent work
- —SaaS platforms used by real customers
- —Admin systems built for day-to-day business workflows
- —Internal dashboards with roles, data flows, and automation
- —Commerce and back-office systems with real operational complexity
Why clients work with me
- —12+ years building production-grade web applications
- —Strong focus on clean architecture and maintainability
- —Comfortable stepping into messy codebases and untangling them
- —I think in terms of product, not just code
- —Honest about whether something should be refactored, simplified, or rebuilt
- —Clear communication and practical decisions without fluff
How I turn prototypes into real systems
- —Review the current product, codebase, and business goals
- —Identify fragile areas, duplication, and structural risks
- —Decide what should be kept, refactored, or replaced
- —Define a practical roadmap for cleanup, migration, or rebuild
- —Implement in iterations with regular updates and clear scope
- —Leave you with a system that is easier to maintain and ready to grow
Technologies I use
Angular, React, Next.js, Node.js, MongoDB, AWS, REST APIs, Firebase, Tailwind, and modern full-stack architectures.
I can also step into projects that started with AI-generated code and migrate them toward a cleaner, more maintainable stack.
Let's turn your prototype into a real product
If your AI-built app is getting harder to trust, I can help review it, clean it up, and turn it into a product you can actually grow.
Discuss your project