Digital Transformation
Enterprise platforms, operating models, vendor selection, rollout planning, adoption, governance, and change management.
Technology · Growth · Data · Product
I build systems that help organizations grow, retain customers, and operate better.
I work across digital transformation, growth strategy, member/customer engagement, BI, AI, and enterprise platforms. My work connects strategy with execution — turning messy operational problems into scalable systems, measurable experiences, and better decisions.
A mix of organizations I've worked for or advised, plus enterprise platforms I've helped implement, evaluate, or operationalize.



























I connect business strategy with implementation. The work usually starts with ambiguity — growth gaps, fragmented systems, manual processes, poor visibility, or disconnected customer/member journeys — and turns into operating systems people can actually use.
Enterprise platforms, operating models, vendor selection, rollout planning, adoption, governance, and change management.
Member/customer journeys, retention strategy, activation, segmentation, lifecycle engagement, growth loops, and value delivery.
Dashboards, engagement scoring, predictive signals, executive visibility, KPI/CPI frameworks, and decision systems.
AI-enabled workflows, product concepts, internal tools, automation, feedback triage, and new venture development.
A few projects that best represent how I think, lead, and build across growth, data, product, and transformation. Tap any project to expand.
Designed with BI/analytics partners — I defined the concepts, metrics, and decision questions; the analytics team built the underlying data model.
EO's Insight & Analysis team created the underlying machine-learning model. I spearheaded the Predictive Renewal dashboard in Domo — surfacing high-churn members so chapter leaders could understand their engagement and reach out before renewal season — and translated the data into an actionable retention process and enablement approach.
Led the build of Donaldson's B2B e-commerce platform — moving customers off legacy software installed on their own systems and onto a modern web storefront, and migrating the full product catalog across the company's business units.
The strategy laid out a roadmap to more than double digital sales by reworking the awareness-to-cash journey end to end. (Exact figures kept confidential.)
A collection of enterprise systems I have helped lead, implement, operationalize, or support — from discovery and vendor coordination to rollout, adoption, and governance. Proof points, not full case studies.
Took the implementation through launch, stabilization, and handoff — vendor coordination, UAT, training, and launch readiness.
Modernized member-data management with a cleaner foundation for reporting and integrations.
Led rollout planning, migration coordination, governance, training, and adoption across a global organization.
A standardized collaboration environment and a stronger base for remote, cross-functional work.
Coordinated an API-led integration program across business stakeholders, technical teams, and vendors — requirements, dependencies, data flows, and governance.
A cleaner, more scalable integration architecture across CRM, billing, identity, community, and analytics.
Coordinated identity and single sign-on delivery across technical teams and vendors, with close attention to security and UX.
A more secure, consistent login experience across the technology ecosystem.
Led the implementation through launch and continued multi-chapter rollout — planning, vendor coordination, testing, and executive updates.
Modernized finance operations and reduced manual billing work.
Led implementation and designed ticketing and service workflows — process alignment, testing, training, and rollout.
Centralized support with clearer request tracking and follow-up.
Planned the migration and decommissioning — dependencies, timelines, communications, and making sure users had alternatives in place before shut-off.
A simpler collaboration ecosystem consolidated onto standardized tools.
Supported the community-platform build across profiles, directories, CRM sync, SSO, events, payments, migration, content, and rollout — plus user testing and feedback.
A more modern community and engagement hub for a global membership.
Coordinated reporting requirements, dashboard validation, and BI enablement, tied into the CRM modernization and continuity planning.
Connected data to dashboards and reporting that support faster, better-informed decisions.
Stood up the project portfolio platform — intake, governance, red/amber/green (RAG) health tracking, timelines, risk, and capacity.
A standardized, transparent way to manage strategic work at scale.
Designed an executive dashboard from portfolio data — health, stage, planned vs. current timeline, sponsors, priority, risk, and PM effort.
One place to see the full portfolio and its link to organizational priorities.
Worked within the delivery team on the new securities-based lending platform — the system that lets Morgan Stanley clients access loans backed by their stock portfolios.
A way for clients to borrow against their holdings without liquidating their positions.
Worked on several projects within the Merrill Lynch and Bank of America merger, migrating and integrating systems across the combined organization.
Systems and data brought together as two large institutions became one.
Alongside enterprise work, I build and test product concepts — especially where AI, workflows, marketplaces, and operational friction intersect.
An AI operations layer for clinics — turning intake, admin requests, and fragmented workflows into structured, reviewable queues.
nidl.caAn AI-assisted workflow to synthesize user-testing feedback, categorize themes, and help product teams move faster from qualitative feedback to action.
An early e-commerce / logistics venture in Mexico — an entrepreneurial learning project where I owned product, pricing, and operations end to end.
A venture supplying high-quality, nutrient-rich hydroponic green fodder — built to boost agricultural productivity and advance livestock-feed production through greater automation and more sustainable operations.
Some of my strongest work has been turning complex ideas into strategy documents, operating models, dashboards, and playbooks that teams can use.
A growth operating model focused on breaking silos, connecting acquisition and retention, and building a cross-functional growth system.
A digital transformation guide spanning people, process, technology, mindset, customer experience, data, agile thinking, lean execution, content, and performance.
A practical growth roadmap for moving a traditional healthcare-financing business toward a digital platform, better data, and performance-driven acquisition.
A BI concept for measuring engagement, member integration, product usage, renewal outlook, and segmentation.
A data-to-action enablement approach for turning predictive renewal insights into member-journey conversations.
07 — Contact
I'm interested in roles and projects where technology, growth, data, and product meet — especially when the problem is complex, cross-functional, and worth turning into a system.