I integrate practical AI capabilities into existing or new web products — focusing on features that create real value rather than adding AI for its own sake.

AI assistants and contextual chat experiences

Semantic and natural-language search

AI-powered insights and recommendations

Structured content generation

LLM API integrations

Secure server-side AI workflows

Prompt and response architecture

Validation, rate limiting and error handling

Integration with existing product interfaces

I can work within an existing web application or help design the AI feature from architecture through implementation.

Every integration is scoped around your product, data, provider and business requirements.