• Successfully delivered an easy to maintain iphone app for a UK hospital• App gives access to reference materials & staff look-up. • In the Apple Store as "NICU Guide". • In development - LLM based chatbot to answer queries from the app information, plus give summaries of medical research.

• Built a top-down PowerBI App for C-Suite Analysis – for the first time gave a C-suite a dashboard showing KPI’s from all parts of the North American insurance in one place.• Task Force member for new global reserving PowerBI Apps & associated data pipeline. $10b of global insurance needed to be analyzed quarterly by actuaries and senior finance. Over 9 months we built a stack of dashboards to triage the 300 lines and then to show the KPI’s with a historic perspective, with SOX… Show more • Built a top-down PowerBI App for C-Suite Analysis – for the first time gave a C-suite a dashboard showing KPI’s from all parts of the North American insurance in one place.• Task Force member for new global reserving PowerBI Apps & associated data pipeline. $10b of global insurance needed to be analyzed quarterly by actuaries and senior finance. Over 9 months we built a stack of dashboards to triage the 300 lines and then to show the KPI’s with a historic perspective, with SOX documentation and PROD/DEV environments. • Moved monthly Pricing sql code into Alteryx.• Rebuilt Excel ‘Court Lag’ workbook into PowerBI. • Designed & rebuilt the main Data Mart tables for Actuarial use. • Rewrote the Data Mart ERD & created a Premium/Loss join ERD. • Moved queries and tables to Databricks from on-prem (POC).• Training Rewrote/taught the Markel SQL class. • Agile Worked under Agile/Scrum/Sprint practices. Show less

• Analyzed 6m transactions of the Markel-On-Line policies using SQL/Tableau/Python.• Found significant anomalies in Loss Ratios• Analyzed geolocation of risk/loss to Census ZIPs and tracts. • Analyzed the systematic misallocation of Premium at Coverage level of the Data Mart

• Ran a high-end décor manufacturing business ($850k gross) • Developed a Tableau Dashboard for Business analysis KPI’s: invoices, sales, Cost of Goods, stocks, employee productivity.