AI & Revenue Operations
Where AI Creates Real Leverage in Revenue Operations
A practical framework for choosing AI use cases that improve speed and quality without adding another fragile layer to your GTM stack.
6 min readRead article →
About
With over a decade at the intersection of marketing automation, CRM systems, and web technologies, I specialize in designing scalable solutions that streamline workflows and drive cross-departmental productivity.
My work bridges the gap between systems, data ecosystems, and business objectives — from CRM synchronization and data flows to trigger-based automations and platform migrations. I collaborate closely with leadership and operational teams to align technology investments with business goals.
Beyond implementation, I provide training, consulting, and advisory support to ensure sustainable adoption, process optimization, and data-driven decision-making are embedded in day-to-day operations. I've seen things break — and I know how to fix and scale them.
Certifications
Adobe Certified Expert – Marketo Engage
Adobe Subject Matter Expert – Marketo Engage
HubSpot Marketing Software Certification
6sense Partner Advocate
What I Build, Fix & Optimize
Real-world capabilities refined across 10+ years of marketing technology work.
Lead Lifecycle Design & Optimization
Architecting end-to-end lead flows from acquisition through conversion, ensuring clean handoffs between marketing and sales systems.
CRM Audits & Data Governance
Risk and quality-focused audits to identify data gaps, enforce governance policies, and improve database health across platforms.
Marketing Automation Roadmaps
Strategic planning and phased rollout of automation capabilities aligned with business objectives and team readiness.
Platform Migrations
End-to-end migrations between Marketo, HubSpot, and Mautic — ensuring data accuracy and minimal business disruption.
CRM & Marketing Platform Integrations
Building seamless connections between CRM, marketing automation, and third-party tools for unified data flow.
Technical Troubleshooting
Diagnosing workflow logic errors, data sync failures, integration issues, deliverability problems, and restoring platform stability.
AI-Powered GTM Workflows
Designing practical AI workflows for enrichment, research, lead qualification, personalization, and faster go-to-market execution.
AI Agents & Intelligent Automation
Connecting AI agents with CRM and automation platforms to streamline repetitive work while preserving governance and human oversight.
Skills & Tools
Marketing Automation & CRM
MarketoHubSpotSalesforceDynamics 365MauticMailchimp6senseCustomer.io
Automation, Data & Architecture
Lead lifecycle operationsData audits & quality checksSegmentation & targetingCRM integrationsAPI & webhook automationData governanceGDPR implementation
Analytics & Optimization
Campaign performance analyticsA/B testingReporting & dashboardsSQL & data querying
Development & Technical
HTML, CSS, JavaScriptWorkflow logic designTechnical troubleshooting
AI & Modern Tooling
ChatGPTClaudeLovable.aiClayn8nPrompt engineering & advanced prompting
Recent Blogs
Practical perspectives on the systems, data, and automation behind modern go-to-market teams.
GTM Engineering
Designing GTM Systems That Scale Beyond the First Workflow
How to move from disconnected automations to a resilient operating system for marketing, sales, and customer teams.
7 min readRead article →
CRM & Data Governance
CRM Data Governance Without Slowing Down the Business
A lightweight governance approach that improves trust, reporting, and automation while keeping teams moving.
5 min readRead article →
GTM Data Quality
Why Bad Data Weakens Your GTM Engine?
Bad data does more than distort a dashboard. It slows execution, weakens automation, and makes every go-to-market decision less reliable.
6 min readRead article →
Get in Touch
The fastest way to reach me is email. I usually reply within a day.