Experience

Experience measured by clearer decisions and dependable delivery.

A career spanning application development, data warehousing, Business Intelligence delivery, and BI development leadership.

2019 – Present

JLL Technologies

Director, Business Intelligence Development

BI development leadership supporting consistent analytics delivery across client accounts.

Developed and rolled out a standardized dashboard across more than 20 accounts.
Supported BI solutions through data validation, user acceptance, handover, platform administration, and discrepancy investigation.

2016 – 2019

JLL Technologies

Coordinated BI deliverables across project, account, data-governance, and data-management teams.

Helped ensure applications supplied the expected data to the warehouse.
Coordinated issue escalation, user acceptance, post-delivery support, and account-team handover.

2015 – 2016

KPMG Singapore

Delivered custom applications, reports, and dashboards from stakeholder requirements.

Delivered a budget requisition system, ticketing system, and custom report portal within six months.
Automated report creation, reducing turnaround from three days to approximately half a day.

2011 – 2015

Global Blue Service Company

Built BI reports and dashboards while supporting data models, ETL, and root-cause analysis.

Led ETL optimization for a production reporting timeout issue.
Reduced the most demanding data-view response from timeout conditions to sub-minute performance.

2003 – 2011

Arellano Law Foundation · NYK TDG eBusiness

Built the application-development foundation that later strengthened data and analytics work.

Translated operational requirements into database-backed applications and reporting tools.
Progressed from application development into MIS supervision and development.

Capabilities