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

Persist GTM DataLayer Across Page Navigations

Client-Side State SynchronizationReduces lead misattribution costs by up to 24%

Server-Side Meta Conversions API via GA4 and GTM Server

Server-Side Event Ingestion-22% CAC via improved ad attribution

Persist Campaign Data: SPA Attribution Architecture

First-Party Client State PersistenceReduces attribution loss, lowering misallocated ad spend CAC by 14%
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Thought Leadership

Strategic Memos & Growth Mental Models

First-party data architecture for Meta and LinkedIn retargeting pixel optimization

Client-side retargeting is an architectural liability. Between browser-enforced storage restrictions, aggressive ad-blocking, and signal attenuation across e...

CTOs, Founders, and Growth Engineers25 min

API gateway design: Consolidating microservices under unified authentication

Distributed systems frequently degrade into unmaintainable security liabilities when authentication logic is federated across autonomous microservices. In my...

CTOs, Founders, and Growth Engineers23 min

Engineering cold email domain reputation: The zero-touch survival architecture for 2026

In the contemporary enterprise landscape, treating outbound email deliverability as a marketing issue is an expensive failure mode. It is a systems architect...

CTOs, Founders, and Growth Engineers23 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