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?
If you have a strong idea but no money for a traditional build, we can still talk: I can help deliver the technical solution on a profit-sharing (or revenue-share) basis when the fit is right — clear scope, shared risk, and terms we both sign up to. Every case is different; reach out with what you are building and we can explore whether it makes sense.
Discuss a partnership