About

AI Business Analyst

I'm an AI Business Analyst with 12+ years of experience turning business problems into solutions that people actually use. I connect business teams and technical teams, and I measure every project by what it delivers: revenue growth, cost reduction, and efficiency gains in the systems and processes organisations already run.

My background is in enterprise systems and asset-heavy operations, including a long career as a Senior Business Analyst in the maritime industry, working with maintenance and classification platforms (including IBM Maximo), competitive intelligence, and content strategy.

Today I help organisations find where AI creates real value, write the requirements that make it buildable, prototype to test it fast, and plan the adoption so it sticks.

How I think about outcomes

  • Revenue: identify AI opportunities that improve conversion, retention, pricing or speed to market.
  • Cost: remove manual effort, rework and avoidable errors from existing workflows.
  • Efficiency: get more from current systems before recommending anything new.

I work across maritime, oil & gas and payments, and I'm deepening my technical skills in SQL and Python through the projects on this site.

Skills

AI use-case discoveryRequirements and user storiesProcess modelling (BPMN, UML)Stakeholder managementSQLExcel / Power BIPrompt designRAG and LLM workflowsEvaluation and responsible AIIBM MaximoCompetitive intelligenceContent strategy

Currently learning: Python for data analysis (pandas, charts, Streamlit demos).