PT Trustees Ltd · UK · Full-Stack AI Engineer
Imperium — Trust Management Platform
LLM assistants and RAG search inside a trust platform moving £6B+ in funds a year.
LLM assistants and RAG search inside a trust platform moving £6B+ in funds a year.
Overview
A trust-management platform for a premier trustee/escrow provider in the travel industry, handling £6B+ in trust funds annually across thousands of secure financial transactions.
Approach
Integrated enterprise LLM-powered assistants into internal tools using OpenAI, LangChain, and MCP for tool calling and workflow orchestration.
Built a RAG knowledge bot with Pinecone vector search over internal documentation.
Managed AWS infrastructure and automated CI/CD + provisioning with Terraform and GitHub Actions.
Results
What I owned
- ↳Developed and maintained full-stack solutions (Node.js, React) supporting secure financial workflows.
- ↳Owned the RAG pipeline and the LLM-assistant tool-calling layer end to end.
Next project
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