Systems that scale growth.

Building the intelligent infrastructure behind growth—ML models that predict customer behavior, automation systems that act on insights, and dashboards that prove ROI.

From Strategy to Stack: Full-Funnel Growth

Content and growth systems

I build growth engines, not just articles. My process starts with data including user analytics and on-chain activity to architect content funnels that earn trust and drive results.

Automation

I build custom automation workflows, often with Python and n8n, to handle systematic tasks. This isn't about replacing people, but about freeing up human creativity by letting the systems do what they do best.

Custom Web3 and data tools

When a project has unique challenges, I build the solution. I develop custom dashboards, monitors, and analytics tools (Flask, Web3.py) to provide the precise insights needed to win.