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Growth systems architect

Growth systems for crypto and AI startups.

I ship the product, the data layer and the growth engine: apps, hardened Postgres, engine APIs and first-party analytics for crypto and AI startups.

Clients and outlets

Measurement and research stack

One machine, three stages.

Every engagement builds the same loop. The product and its data layer come first, the growth engines run on top, and measurement feeds what works back into the next build.

BUILDGROWMEASURE
  • 01Build
    • Production apps
    • Postgres data layer
    • Engine APIs
  • 02Grow
    • SEO and content engine
    • Partner co-marketing
    • Lifecycle and onboarding
  • 03Measure
    • First-party events
    • Attribution and tests
    • GA4 and Mixpanel

Numbers that held in production.

What the growth work moved

2×Active users during Bitazza's Freedom Passport campaign
Before300K
After600K
Active users, Bitazza
+32%User acquisition across the Polygrowth portfolio
Baseline100
After132
User acquisition, indexed
  • $10.5MRaised in a client token launch I supported
  • 4.2MUsers activated across client campaigns
  • $15K/moSaved for clients through AI infrastructure

What I shipped

  • 1 monthFrom an empty database to a feature-complete production app
  • 6Findings from a live security audit, three high and three medium, all closed
  • 10 daysTo relaunch a marketing site in Framer with 31 custom React components

How an engagement runs

  1. 01DiagnoseFunnel, content and data audit. You get the gaps and the build order.
  2. 02BuildSchema first, then the product, the data layer and the engines for content, lifecycle and measurement.
  3. 03RunAgent pipelines do the volume. Every AI change gets a diff review, and gates in code keep the bar.
  4. 04CompoundShip, measure, and feed the results back into the system.

The stack under the system.

Postgres at the core, agent pipelines doing the volume, and the surfaces and measurement around them. Same governed data feeds product, support and sales.

No calls to book

Send me what you're growing.

jose@jcomarketing.io