
Case Studies

Preparing for the Impact of AI Search
As AI-powered search experiences such as Google AI Overviews began changing how people access online information, traditional web analytics no longer provided a complete picture of digital performance. I led an initiative to explore how this shift could impact website visibility and developed practical approaches for measuring success beyond pageviews.

Creating a Single Source of Truth for Marketing Performance
A large marketing department relied on multiple independent teams to report performance using separate data sources and reporting formats. I designed and implemented an integrated executive dashboard that consolidated organizational marketing performance into a single reporting framework, improving collaboration, consistency, and executive decision-making.

Improving Reporting Through Automation and Self-Service Analytics
Manual reporting processes were consuming significant time for both analysts and stakeholders. I redesigned the reporting workflow by introducing self-service dashboards, automated reporting templates, and data preparation improvements that reduced manual effort while empowering users to access information independently.

Developing a Hybrid Work Strategy Through Organizational Consulting
As part of an MBA consulting engagement, I worked with a financial services organization to evaluate challenges associated with managing hybrid teams. By conducting stakeholder interviews, analyzing organizational dynamics, and evaluating multiple strategic options, our team developed practical recommendations that were ultimately accepted for implementation by the organization.

Creating a Strategic Framework for Content Prioritization
As AI began reshaping digital search, optimizing every webpage was no longer practical or necessary. I developed a prioritization framework that helped identify the organization's highest-value content, enabling future optimization efforts to focus on the pages most likely to deliver strategic impact.

Leading Organizational Change Through AI Adoption
As artificial intelligence began transforming the workplace, I helped establish and support a Marketing AI Committee focused on identifying practical AI applications, building organizational awareness, and helping employees prepare for future adoption.

Building Trust Through Collaboration and Knowledge Sharing
Throughout my career, I have found that one of the most rewarding aspects of my work is helping others succeed. By improving reporting, sharing knowledge, mentoring colleagues, and voluntarily leading initiatives beyond my formal responsibilities, I gradually became a trusted resource across the marketing department for analytics, reporting, AI, and process improvement.

Building Trust by Turning Client Needs into Practical Solutions
While running my own web development business, I worked directly with organizations to design websites that supported their business goals. One particular client taught me an important lesson about communication, expectation management, and the value of building trust before proposing solutions.