I will integrate ai features into your existing app

You already have a product that works and users who rely on it, and AI should strengthen that safely.

Fitting a new AI feature into an app with real users and years of business logic built in is the part that takes real care, and that's where I focus.

So before any code, I figure out what the feature should solve, whether AI is the right tool, and what it takes to run reliably once it's live. I work within your current stack and ship something your users actually use.

If any of this sounds like your product:

• Customers want search that understands what they actually mean
• Your team spends hours reading and summarizing documents by hand
• Support keeps answering the same questions over and over
• Incoming data needs tagging or sorting that nobody has time for
• A workflow everyone wants automated, but it's risky to touch
• You want to catch anomalies before they become problems

Works with existing SaaS products, internal tools, customer portals, and web apps.

Stack: React, Node.js, PHP/Laravel, Python ·

Models: OpenAI, Claude, Gemini, open-source