AI Product Planning
Define the AI feature, user value, data flow, prompt strategy, guardrails, and what should be handled by traditional software.
AI App Development
Build AI-powered products that solve real user problems.
I build AI-powered apps with OpenAI, Claude, Firebase, automation workflows, AI chat, smart recommendations, and modern full-stack product architecture.
AI chat, assistants, and workflow automation
OpenAI, Claude, Firebase, and product integrations
Practical full-stack implementation for real users
What You Get
Production-focused service delivery
Clear scope, practical architecture, and implementation that can move from development to real users.
AI Integrations
OpenAI or Claude-powered chat, summaries, recommendations, automation, structured outputs, and backend workflows.
Full-Stack Delivery
Frontend, backend, database, authentication, billing, usage limits, and deployment for AI-enabled applications.
Reliable UX
Loading states, error handling, fallback flows, content controls, history, and iteration loops for better AI experiences.
Process
How the work moves forward
- Clarify the user problem and choose the right AI feature scope.
- Design prompts, data flow, backend APIs, and safety boundaries.
- Build the product interface, AI workflow, and integrations.
- Test output quality, cost behavior, edge cases, and launch readiness.
Stack
Tools and technologies
OpenAIClaudeChatGPTFirebaseNode.jsNext.jsReact NativeAutomationAI ChatSmart RecommendationsAPIs