Work

My work sits at the intersection of marketing operations and GTM engineering. Over the last 15 years, that has meant designing GTM infrastructure, leading global marketing operations teams, and building the software, data, and attribution frameworks that connect execution to pipeline.

A selection of that work is below. For the full career behind it, see My Career or Resume.

Business Impact Case Studies

Enterprise marketing operations work with measurable business outcomes: campaign governance, lead management, database cost control, deliverability, and AI-enabled operating models.

Marketo Campaign Manager (MCM)

Campaign operations platform

A self-serve campaign operations platform for planning, forecasting, task handoffs, documentation, and governed execution — integrating Marketo program automation, Asana, UTM tracking, and Snowflake-backed campaign hierarchy. Increased campaign build efficiency by 20%.

Global Lead Scoring / ICP / Stage Zero

Lead management and account targeting framework

Unified lead scoring, prospecting, account targeting, comp planning, and Stage Zero Opportunity tracking so Marketing, BDR, and Sales could align on prioritization and downstream pipeline measurement.

Database Governance / Marketo Cost Reduction

Cross-functional data hygiene and platform savings

Led a governance initiative that removed 400,000+ records, cut the marketing database by 30%, and saved ~$80K on Marketo renewal while aligning Privacy, Sales Ops, BI, Salesforce, and Finance.

Email Deliverability / Segmentation Rebuild

Audience governance and performance improvement

Rebuilt segmentation around 100+ standardized audience lists across geography, account targeting, and demographics, reducing bounce rate by 73% and unsubscribes by 19%.

AI-Enabled Campaign Operations

Governed AI workflows for campaign creation

Developed AI-supported workflows using Glean and internal campaign data/tools, with human review, brand checks, token validation, and structured metadata built into the process.

Adjacent Technical Builds

Technical builds that demonstrate the GTM engineering craft — Python, SQL, API integration, data modeling, process design, and AI workflow design — applied to domains beyond marketing ops.

Rubin Anomalies

Alert stream consumer + anomaly explorer

A data pipeline that consumes the ANTARES astronomical alert stream in real time, filters for anomaly candidates from Rubin/ZTF survey data, persists them to SQLite, and serves them through a Flask web interface for exploration.

Fastest Lap Times (FLT)

Data harvesting + web application

A full-stack Flask application that harvests personal best lap times from Assetto Corsa game files, parses and normalizes the data, and surfaces it through a web UI with per-car and per-track views, split analysis, and Steam OAuth auth.