Leadership

I lead teams, develop capability, and align stakeholders.

My leadership combines managing and mentoring direct reports, setting direction for analytics delivery, and building productive relationships across business and technology.

Team leadership in practice

How I guide the work and support the people doing it.

Munich Re CanadaNov 2016 – Feb 2022

Acting Team Lead · Four-person support function

Assign work. Coach people. Support delivery.

  • I managed direct reports within a four-person analytics support function, assigning work across data validation, stakeholder complaints, and analytical requests.
  • I mentored team members and held occasional one-on-ones to help resolve problems, review their work and day-to-day performance, and offer feedback and encouragement.
  • I standardized request intake and follow-up so the team had a clearer process for responding to demand.
  • I redesigned onboarding methods and training materials for the orchestration process and insurance business context, reducing onboarding from four weeks to two.

Faster onboarding and support

Onboarding fell from four weeks to two through redesigned methods and materials. Separately, a standardized support process reduced request turnaround from more than two weeks to under one week.

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Canada LifeFeb 2022 – Nov 2024

Three-analyst team · PSHCP reporting

Set priorities. Review quality. Develop capability.

  • I set sprint priorities and aligned delivery with PMO, business, and data-engineering stakeholders.
  • I reviewed reporting quality and coached analysts in data modeling and Power BI development.
  • I created paginated-report standards and training that were adopted across the team.

Capability beyond the immediate team

Recognized as one of Canada Life’s five Power BI Champions, I also provided organization-wide training and consulting support.

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Stakeholder and executive leadership

Build cooperation. Make decisions clear. Follow through.

These examples show how I work across teams and with senior leaders to resolve friction, address risk, and support delivery.

Standard BioToolsProcess ownership and cross-functional adoption

Give Finance and IT a shared way to deliver reporting.

IT-controlled reporting limited Finance’s flexibility, while IT needed consistent calculations and governed data.

How I handled it

My actions

  • I initiated discussions to understand the friction and designed shared responsibilities for request intake, data-model design, validation, and reporting.
  • Finance defines the requirements and star-schema model. IT reviews, implements, and tests the data, then returns validated tables for the governed semantic layer. I build the Power BI reports and dashboards.

Outcome

Finance and IT adopted the process, combining flexible Finance reporting with agreed responsibilities and IT oversight of common calculation logic.

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Standard BioToolsCross-team and cross-cultural collaboration

Help Finance and Accounting work toward the same outcome.

Friction between Finance in Toronto and Accounting in Singapore made collaboration more difficult.

How I handled it

My actions

  • I initiated conversations to understand the Accounting team’s needs and address their data requirements.
  • I brought my VP into the discussion to build understanding across teams and cultural differences.
  • I paired the relationship work with automated ERP data handling to support smoother month- and quarter-end processes.

Outcome

Finance and Accounting gained clearer shared reporting requirements and a more cooperative working relationship.

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Munich Re CanadaStakeholder expectations and follow-through

Rebuild trust with a frustrated business partner.

Data-quality problems created additional manual work and recurring complaints from a claims partner.

How I handled it

My actions

  • I listened to the concerns and acknowledged the issues affecting the partner’s work.
  • I recommended practical fixes, set realistic timelines, and maintained transparent follow-up.

Outcome

The relationship became a productive partnership, supported by clearer expectations and communication.

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Munich Re CanadaExecutive communication and operational judgment

Escalate a material risk with options and a path forward.

During a pressured data load, I found valid claims records being dropped by the orchestration engine.

How I handled it

My actions

  • I stopped the affected loads and validated with claims specialists that the records were legitimate.
  • I independently initiated the investigation and developed solution options, presented the findings and trade-offs to the COO, and led development of the fix.

Outcome

A hotfix was implemented within one week. The issue carried potential multimillion-dollar impact; this is not a claim of measured financial savings.

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Discuss an opportunity

Let’s discuss the team, stakeholders, and decisions your role needs to lead.

Let’s talk about the business decisions, team, and reporting challenges your role needs to address.