With Catalyst, you're not just managing data – you're harnessing its power. We help eCommerce businesses transform raw data into actionable insights that drive growth.
End-to-end data solutions for eCommerce businesses ready to scale.
Revenue reporting, demand forecasting, and real-time dashboards that give stakeholders clear visibility into business performance.
Customer churn prediction, acquisition modeling, and lifetime value optimization to drive smarter marketing decisions.
Modern cloud data architecture with Microsoft Fabric, Snowflake, and Azure. Lakehouse design and ETL pipelines that scale with your business.
Deep understanding of customer behavior to power targeted campaigns and reduce acquisition costs while growing lifetime value.
End-to-end application development with React, React Native, Next.js, and cloud backends. From concept to App Store.
Cohort analysis, LTV modeling, and retention metrics for subscription businesses. Understand what keeps customers coming back.
Certified specialists in the tools that power modern data operations.
Lakehouse & ETL
Certified Partner
GCP Specialists
Statistical Computing
Data Engineering
Full-Stack Apps
Backend & Realtime
Cloud Infrastructure
Year-over-year growth driven by data-informed decisions
Increase in customer lifetime value through predictive modeling
Reduction in customer acquisition costs year-over-year
A sample of the challenges we've helped solve.
Led data science for a consumer-facing prescription management platform. Built customer behavior models, demand forecasting systems, and cross-functional analytics during a major platform migration.
Built end-to-end analytics infrastructure for a subscription-based DTC brand. Microsoft Fabric lakehouse, PySpark ETL pipelines, and real-time Shiny dashboards for executive decision-making.
Architected and built a social productivity app from zero to App Store. React Native mobile apps, Next.js web platform, Supabase backend with real-time subscriptions, push notifications, and AI-powered features.
Colin G. Wilson is the founder of Catalyst Data Science, bringing years of experience leading data science teams at scale. Based in Portland, Maine, he's worked across healthcare, eCommerce, and consumer tech – from enterprise platforms to subscription-based DTC brands and early-stage startups shipping their first products.
His approach combines deep technical expertise in cloud data infrastructure with a practical focus on business outcomes. Whether it's building LTV models for subscription businesses, architecting lakehouse pipelines in Microsoft Fabric, or shipping interactive dashboards in R Shiny, the goal is always the same: turn data into decisions.
Whether you need help with analytics, infrastructure, or building something new – let's start a conversation.
colin@catalystdatascience.com