I will integrate ai or llm features into your app

Want to add a real AI feature to your product not just a demo, something that actually works for your users?

I'm a software engineer with 6+ years of experience (including Microsoft and Optum/UHG) now focused on building practical AI features into real applications.

What I can help with:

- Chatbots and conversational features (OpenAI, Azure OpenAI, or other providers)

- Prompt engineering tuned to your actual use case

- Retrieval-augmented generation (RAG) so the AI answers from your own data

- AI agent workflows that take multi-step actions, not just single replies

Why work with me:

- Software engineering background means the AI feature is built properly integrated into your app, not a fragile demo bolted on the side

- I test for the edge cases that make AI features unreliable in production (bad inputs, empty results, rate limits) not just the happy path

- Clear about what AI can and can't reliably do for your use case, before you pay for the wrong scope

Not sure if your idea needs a simple API call or a full RAG pipeline? Message me with what you're building and I'll tell you honestly which package (or a custom offer) fits.