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

Write to BigQuery via Server-Side GTM: Data Pipeline Guide

Edge-to-Warehouse Streaming Ingestion-42% ETL infrastructure costs

True View Ecommerce Tracking via Intersection Observer

Viewport Batch Telemetry-42% analytics payload overhead

Google Ads Remarketing in sGTM: Setup Architecture

Server-to-Server Remarketing Proxy-28% remarketing CAC bleed
View complete archive →

Thought Leadership

Strategic Memos & Growth Mental Models

Building custom growth dashboards in Retool and Next.js: The 2026 enterprise blueprint

Off-the-shelf BI tools are an operational deadweight. In modern enterprise operations, relying on stale SaaS analytics with five-minute latency intervals deg...

CTOs, Founders, and Growth Engineers25 min

Testing video vs static vs carousel ad formats in B2B paid social

Most B2B growth leaders treat creative format selection as a subjective design exercise rather than an upstream engineering problem. In 2026, relying on blen...

CTOs, Founders, and Growth Engineers27 min

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
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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