AI development tools can help you build a prototype quickly. But moving from a working demo to a reliable production application often requires more: clean architecture, secure authentication, database integrity, reliable APIs, testing, and deployment.

I help founders and businesses improve, stabilize, and prepare existing web applications for real users.

With 10+ years of full-stack engineering experience, I specialize in taking ownership of complex codebases, resolving critical technical issues, and delivering production-ready software.

Whether your AI-generated app has bugs, incomplete integrations, security concerns, or deployment problems, I can assess the codebase and recommend a practical path forward.

AI-generated code review: Evaluate code quality, architecture, dependencies, and maintainability.

Application bug fixing: Diagnose and resolve frontend, backend, authentication, and database issues.

Prototype-to-production development: Replace fragile implementations with maintainable engineering solutions.

Backend and API integrations: Build or fix Node.js APIs, database connections, authentication, and business logic.

Security and reliability: Review common application vulnerabilities, access control, validation, and error handling.

Performance optimization: Improve inefficient application logic, database queries, and frontend performance.

Cloud deployment: Configure hosting, environments, deployment pipelines, and AWS services.

Missing feature development: Complete payment flows, dashboards, integrations, and essential product features.

Technical discovery: Review your existing application, source code, known problems, and launch requirements.

Codebase audit: Identify technical risks, critical bugs, and areas requiring refactoring or rebuilding.

Prioritized action plan: Define the recommended fixes, effort, milestones, and launch blockers.

Implementation: Fix the agreed issues, complete integrations, and improve the application architecture.

Validation: Test essential user flows, access controls, APIs, and deployment behavior.

Production handover: Deploy the agreed solution and provide documentation.

An assessment of your existing application

A prioritized list of technical issues and recommended improvements

Implementation of agreed fixes and production-readiness enhancements

Testing and validation of key workflows

Deployment or release support

Technical documentation and handover notes

I took over Alma, a web and mobile application that had been stuck in development for 8–9 months. I resolved production-blocking issues, completed missing Stripe and RevenueCat payment flows, stabilized the platform, and helped get it launched.

I've also worked on complex React applications, AI-powered platforms, AWS infrastructure, and legacy system modernization.

Have a prototype that's not ready for real customers? Share your application, tech stack, and biggest blockers. I'll review the situation and help identify the most effective path to production.