FC
Меню
ruuaen

Pavel Santos

Фрилансер

AI Integration Specialist

Toronto, Canada

AI Integration Specialist

I've integrated AI APIs into products for 10 years, mostly OpenAI/Anthropic-style APIs, for independent brands adding a specific AI feature rather than rebuilding around it. I handle prompt design, cost/rate-limit management, and fallback behavior when a model call fails. I don't train custom models from scratch — I work with existing hosted APIs and fine-tuning where it's the right tool. I'm upfront about what AI can't reliably do yet, rather than overselling it.

AI Integration Specialist

Навички

OpenAI APIPrompt engineeringLLM integrationNode.jsPythonVector search

Портфоліо

AI-assisted support triage — AI workflow

AI workflow — Built a system that pre-classifies support tickets using an LLM before routing to a human.

Product Q&A chatbot — AI workflow

AI workflow — A chatbot answering product questions from existing documentation, with clear fallback to a human.

Content draft generator tool — AI workflow

AI workflow — An internal tool generating first-draft product descriptions from structured spec data.

AI-assisted support triage — Built a system that pre-classifies support

AI workflow — Built a system that pre-classifies support tickets using an LLM before routing to a human. A second, similar engagement for a different client.

Product Q&A chatbot — A chatbot answering product questions from

AI workflow — A chatbot answering product questions from existing documentation, with clear fallback to a human. A second, similar engagement for a different client.

Content draft generator tool — An internal tool generating first-draft product

AI workflow — An internal tool generating first-draft product descriptions from structured spec data. A second, similar engagement for a different client.

AI-assisted support triage — AI Integration Specialist

AI workflow — Built a system that pre-classifies support tickets using an LLM before routing to a human. A follow-up piece built on the same approach.

Product Q&A chatbot — AI Integration Specialist

AI workflow — A chatbot answering product questions from existing documentation, with clear fallback to a human. A follow-up piece built on the same approach.