Gabriel Cucos/Growth Engineer
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Available for engagement · B2B SaaS · Remote

Engineering Predictable Pipeline.
Algorithmic Growth Loops.

I architect programmatic acquisition loops and full-funnel conversion systems to break revenue bottlenecks for high-scale B2B entities.

Initialize Growth AuditView Growth Experiments

Operating Principles

01

Programmatic Acquisition Loops

Building self-reinforcing inbound engines, programmatic SEO, and automated content distribution systems that scale without linear ad spend.

loops · programmatic-seo
02

Full-Funnel CRO & Telemetry

Eliminating conversion leaks through rigorous statistical experimentation, high-fidelity attribution telemetry, and friction-free user paths.

conversion · telemetry
03

Autonomous Revenue Ops

Engineering algorithmic lead scoring, instant data enrichment, and zero-touch pipeline routing that turn traffic into qualified pipeline.

revops · dynamic-routing
Engagement Model

<48h

Average turnaround to deliver an actionable growth & funnel diagnostic after intake review. Selective availability for B2B scale-ups only.

selective · async-first

Field Notes

Growth Blueprints & Teardowns

Google Ads Remarketing in sGTM: Setup Architecture

Server-to-Server Remarketing Proxy-28% remarketing CAC bleed

Client-Side GA Session Timeout Cookie Architecture

Client Edge Sessionization-22% attribution fragmentation

Server-Side Google Ads Tracking: Architecture Runbook

Server-Side Edge Attribution-20% CAC / Reduced Signal Loss
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Thought Leadership

Strategic Memos & Growth Mental Models

Automated usage warnings that prompt plan upgrades: The zero-touch expansion engine

Human-driven account expansion is an operational liability. Relying on Customer Success managers to review usage dashboards and manually pitch tier upgrades ...

CTOs, Founders, and Growth Engineers19 min

Dead-letter queue management in RabbitMQ and BullMQ: Engineering zero-loss event pipelines

In high-throughput distributed systems, unhandled message failures are silent financial liabilities. Most engineering teams treat Dead-Letter Queues (DLQs) a...

CTOs, Founders, and Growth Engineers28 min

Engineering high-intent exit interception: Beyond client-side popups in modern architectures

The traditional exit-intent modal is dead. In modern headless web stacks, relying on legacy JavaScript mouseleave event listeners to blast generic 10% discou...

CTOs, Founders, and Growth Engineers24 min
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Engagement

Ready to eliminate your pipeline bottlenecks?

Selective availability for growth architecture audits, programmatic inbound pipelines, and conversion rate engineering. No synchronous calls. No wasted cycles.

Initialize Growth Audit