Building High-Impact Operational Systems

Infrastructure that scales your growth

Growth strategist, full stack developer and operations manager. I design traffic acquisition architectures and conversion systems that deliver measurable results.

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LATAM
Spain
United States
Enterprise

Andres, 22.

I specialize in building high-impact operational infrastructures and sales-oriented traffic acquisition architectures. I go beyond writing code or managing projects. I design complete systems that connect creative vision with commercial results.

I have led projects as a growth strategist, helping established companies unify their creative vision with measurable conversion systems, achieving solid launches without operational friction.

I operate with strategic partners across LATAM, Spain and the United States, combining deep technical expertise with business vision to deliver solutions that move the needle.

Full Stack Developer

Complete architectures from frontend to backend, APIs, databases and production deployment.

Data Analyst

ETL pipelines, executive dashboards, KPIs and business intelligence for data-driven decisions.

Operations Manager

Process optimization, operational automation and multidisciplinary team management.

Growth Strategist

Acquisition strategies, conversion systems and commercial operations scaling.

What I can do for you

End-to-end solutions. From strategy to technical execution.

01

Full Stack Development

Web applications, SaaS platforms, APIs, e-commerce and custom systems. From architecture to production.

02

RPA & Automation

Business process automation, bots, intelligent scraping, anti-detection systems and massive scaling.

03

Data Analytics & BI

ETL pipelines, interactive dashboards, data analysis, executive reports and business intelligence.

04

Growth Strategy

Traffic acquisition architectures, conversion systems, growth strategy and commercial scaling.

05

Generative AI

AI pipelines, GPT-4 and Claude integrations, Whisper, automated content generation and enterprise chatbots.

06

Consulting & PM

Senior project management, technical consulting, process optimization and automation audits.

Tools I master

6+ years working with cutting-edge technologies.

Languages
PythonC++ JavaScriptTypeScript JavaSQL CBash
RPA & Automation
UiPathSelenium PlaywrightPuppeteer n8nMake ZapierAutoHotkey
Generative AI & ML
OpenAI / GPT-4Anthropic Claude LangChainHuggingFace Whisper AIWAN 2.2 Stable DiffusionTensorFlow
Frontend & Design
ReactNext.js TailwindCSSHTML5 / CSS3 FigmaWordPress Webflow
Backend
Node.jsExpress FastAPIDjango Spring BootGraphQL WebSockets
Databases
PostgreSQLMySQL MongoDBRedis SQLiteSupabase
Data & Analytics
PandasNumPy Power BITableau JupyterAdvanced Excel
DevOps & Cloud
DockerGit GitHub ActionsAWS VercelRailway Linux
Retail & Integrations
VTEXRetail Pro RabbitMQApache Kafka TwilioStripe
Project Management
JiraNotion TrelloConfluence ClickUpAsana

Selected work

Some of the systems and solutions I have built.

Infrastructure

Multi-Brand Launch Engine

Architected the full operational backbone for a simultaneous 4-brand product launch across LATAM and Europe. Unified creative pipelines, ad distribution, CRM flows and real-time KPI tracking into a single command center. Zero downtime on launch day.

n8nPythonPostgreSQLAWS
AI & Scale

Autonomous Content Factory

Built an end-to-end AI pipeline that generates, edits, schedules and publishes 500+ pieces of content per week across 8 platforms. Includes GPT-4 copywriting, WAN 2.2 video generation, Whisper transcription and automated A/B testing.

GPT-4WAN 2.2LangChainFastAPI
RPA

Stealth Acquisition Network

Designed and deployed an anti-detect automation infrastructure managing 1,200+ accounts simultaneously across social platforms. Custom fingerprint rotation, behavioral warm-up sequences and proxy orchestration at enterprise scale.

PythonPlaywrightRedisDocker
Data

Enterprise BI Command Center

Built a real-time business intelligence platform for a multi-store retail operation processing 2M+ transactions monthly. Automated ETL pipelines, anomaly detection, predictive forecasting and executive reporting dashboards.

PythonKafkaPower BIPostgreSQL
Full Stack

SaaS Operations Platform

Engineered a white-label SaaS platform for managing multi-client ad operations, team workflows, billing and performance analytics. Served 40+ active enterprise clients with 99.9% uptime.

Next.jsNode.jsSupabaseStripe
Integration

Omnichannel Retail Sync

Architected a mission-critical middleware connecting VTEX, Retail Pro and 3 POS systems into a unified inventory and order pipeline. Handles real-time bidirectional sync for 15,000+ SKUs across 12 physical stores.

Node.jsRabbitMQREST APIPostgreSQL

Let's work together

Have a project in mind? Let's talk about how I can help you scale it.

Available for freelance, consulting, collaborations and remote projects. LATAM, Spain and the United States.

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