Services
AI & LLM Integration for Existing Products
I add AI capabilities to products that already exist: LLM-powered document processing, intelligent chat, content classification, and rule-based automation wired into your current workflow. I don't train models from scratch — I connect your product to the right AI APIs (OpenAI, Anthropic, and others) and build the surrounding backend logic, prompt pipelines, and guardrails that make them genuinely useful rather than a demo. This work builds on the same production engineering background as the rest of my portfolio: 12+ years of backend and integration development across healthcare, IoT, and SaaS platforms.
Ideal for: Businesses adding AI to an existing product or workflow
Common Questions
Do you offer AI or automation integration?
Yes. I integrate LLM-based features (document processing, intelligent chat, content classification) and rule-based automation into existing applications. I don't build AI models from scratch, but I connect your product to the right AI APIs and build the surrounding logic that makes them useful in your workflow.
Do you work with startups or only established businesses?
Both. I've built MVPs for early-stage startups and delivered large production systems for established enterprises. The approach differs — startups benefit from phased builds and lean architecture, while enterprises need rigorous planning and integration work. I adapt to the context.
More answers on the full FAQ →
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