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Case Study

Cumulus Coffee

Solo Shopify consultant replacing their previous agency. Accessibility fixes, BFCM funnels, analytics infrastructure, and significant SaaS savings.

📋 Overview

Cumulus Coffee is a specialty coffee and machine retailer. I came on as a solo consultant and quickly became their go-to developer over a much larger Shopify agency. The scope grew from quick theme fixes to owning their entire e-commerce technical stack — accessibility compliance, subscription migrations, promotional campaigns, and a DIY data infrastructure that replaced expensive third-party tools.


💡 Context

The client was paying a Shopify agency (Myntr) that was slow and overpriced. I started with small fixes and proved I could ship faster, cheaper, and with better quality. Within months, I was handling everything the agency used to do — plus building new capabilities they never could.


🛠 Tech Stack

Shopify Liquid BigQuery Looker Studio Netsuite Amplitude Klaviyo Fivetran

🧠 Key Contributions

⚡ BFCM Campaign

Planned and implemented a 4-phase Black Friday/Cyber Monday funnel with toggle-gated holiday components, promotional landing pages, and a clean revert strategy. The campaign ran smoothly across multiple product categories with zero downtime.

✓ SaaS Audit

Audited their entire SaaS stack and identified significant spend in redundant or underused tools. Migrated functionality to native Shopify features or cheaper alternatives without losing capability.

⚡ Analytics Infrastructure

Built a data pipeline — ETL into BigQuery, dashboards in Looker Studio, revenue reconciliation against Netsuite. Replaced expensive vendor tools with a lean setup the team actually uses.

✓ Accessibility

Fixed site-wide accessibility issues to meet WCAG compliance standards, improving both the user experience and legal posture.


🎯 Role

Solo consultant — lead Shopify developer, analytics architect, and technical advisor. Replaced the agency as the primary technical resource for the entire e-commerce operation.


Key Highlights


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