Enable Your Data Team with AI and Cursor
Coaching, pair context and agent engineering, and short embedded stints — so your data team ships faster with AI-assisted workflows that stay maintainable.
What I Offer
AI & Cursor Enablement
Two years of context engineering and Cursor workflows — coaching, pair context and agent engineering, and short embedded stints so your data team adopts AI-assisted delivery, including usage policies for Cursor and other AI tools.
Git and a steady way to ship
Raise the team's engineering habits: a shared codebase in Git, and a calm, repeatable way to release.
20+ Years You Can Trust
Data platforms in regulated and finance environments — the experience behind the coaching, not the headline.
Services
Data Team Enablement
Hands-on coaching and pair context and agent engineering to help your data engineers work effectively with AI tools and Cursor, including usage policies for Cursor and other AI tools — working solutions, not slide decks.
Cursor for Software Teams
Accelerate regular software teams with Cursor: context engineering, review loops, and workflows that keep code maintainable.
Azure, SQL & Fabric
Scalable pipelines, integration, and cloud data foundations on Azure, SQL Server, and Microsoft Fabric when you need hands-on engineering.
Selected Experience
Data Engineer — financial data platform and financial BI with Microsoft Fabric, Azure Data Factory, Microsoft SQL, Jira, and Cursor / AI-assisted workflows.
Freelance consultant 2019–Mar 2024 — insurance data warehouse supporting attorney-general bankruptcies of Alpha, Qudos, and Gefion Insurance. MSSQL, SSIS, Python, C#, Tableau, BitBucket.
Head of Application Development (Sep 2016–Feb 2017) — 13 FTE + 19 consultants, 5 Scrum/Kanban teams; product and MSSQL. Earlier team lead for the RTGS, including risk management and compliance, and SQL Server development from 2007.
Idea, no upfront budget?
Have an idea? We can also discuss it on a profit-sharing basis.