Want to add AI to an existing SaaS, web app, internal tool, or software product without rebuilding everything from scratch?

I can help design and integrate AI features directly into your existing product. From the user experience and backend architecture to model APIs, data flows, and production deployment.

Depending on your product, I can help with:

AI chat and assistants

LLM-powered product features

Document analysis and information extraction

RAG and knowledge-base search

AI-powered search and retrieval

Summarization, classification, and structured outputs

AI agents and tool-calling workflows

Content and workflow automation

OpenAI, Claude, Gemini, and other model/API integrations

Connecting AI to your existing databases, APIs, and business logic

Usage limits, reliability, latency, and cost considerations

I work across frontend, backend, APIs, databases, AI integrations, and software architecture, so the AI feature can become a real part of your product rather than a disconnected demo.

If you know the outcome you want but aren’t sure which model or technical approach makes sense, that’s completely fine. Send me a message with what your product does and what you’d like AI to accomplish, and I’ll help you work out a practical approach.