AI That Does Real Work
There's a big difference between an AI demo and an AI agent that runs inside a production system. I build the second kind — agents that take actions, make decisions within defined boundaries, and complete multi-step tasks without someone holding their hand.
What I Build
Sales outreach agents that research prospects and draft personalised emails. Support agents that resolve tickets by reading documentation and order history. Internal tools that automate reporting, data entry, and approvals. If there's a repeatable workflow in your business, I can probably automate most of it.
The Technical Side
I work with OpenAI, Anthropic, and open-source models depending on your requirements. For complex pipelines I use LangChain or LangGraph. For retrieval-augmented generation (RAG) I integrate vector databases like Pinecone or pgvector so your agent can work with your own documents and data.
Integration First
An agent is only as useful as the systems it connects to. I integrate with your CRM, your database, Slack, email, and whatever else your team already uses. The agent fits into your workflow — you don't change your workflow to fit the agent.
Reliability & Guardrails
I build in logging, error handling, and human-in-the-loop checkpoints for anything that matters. You'll always know what the agent did, why it did it, and where it stopped if something went wrong.