From Manual Work to Magic: AI Workflows That Work for You
From Manual Work to Magic: AI Workflows That Work for You
About Me
I transform how Mexican businesses work. As an n8n-certified automation specialist, I help PyMEs break free from manual bottlenecks and unlock growth through intelligent AI workflows that actually deliver ROI.
Background
My path to automation wasn't conventional—it was earned through fire. I started as a graphic designer and tattoo artist, mastering visual storytelling and precision under pressure. Then I dove into complex systems analysis: I authored 20+ deep-dive technical reports (50+ pages each) analyzing decentralized protocols, on-chain data patterns, and market behaviors. Thousands relied on my analysis.
But this analysis revealed a pattern: businesses drowning in manual work, losing opportunities to inefficiency. So I pivoted to building solutions—Python, TypeScript, React. Then I discovered n8n and AI agents. Now I combine my designer's eye for user experience, my analyst's obsession with optimization, and my developer's technical precision to build automation systems that Mexican PyMEs actually need.
Current Focus
Today, I specialize as an AI Automation Consultant for Mexican PyMEs —turning business chaos into streamlined systems that run themselves.
Using n8n workflow automation, custom AI integrations, and full-stack development, I build solutions that eliminate repetitive tasks, reduce operational costs, and free your team to focus on growth. Whether it's automating customer follow-ups, syncing data across platforms, or deploying AI agents that handle routine inquiries—I create systems that work 24/7 so your people don't have to.
Toolkit
Frontend Development
React, TypeScript, Next.js, Tailwind CSS - Building responsive, interactive web applications with modern frameworks.
Data Analysis & Backend
Python, Pandas, SQL - Processing and analyzing large datasets, building APIs and data pipelines.
Visualization & Charts
ApexCharts, Matplotlib, Recharts - Creating interactive dashboards and data visualizations for insights.
DevOps & Tools
Git/GitHub, Docker, CI/CD - Version control, deployment pipelines, and development workflow automation.
Machine Learning
Deep Learning, AI algorithms, optimization techniques - Currently studying advanced ML concepts and applications.
Complex Systems Analysis
Pattern recognition, protocol auditing, economic modeling - Applying deep analytical skills to business logic.
Certifications & Credentials
19 certifications across AI tools, automation, software engineering, and data analysis
n8n Self-Hosted for Enterprises
Enterprise n8n Self-Hosted Specialist • November 2025
All Certifications
Browse through my complete certification portfolio
n8n Course Level 1 Certified
2025
Building Scalable Agentic Systems
2025
AI Ethics: Global Perspectives
2025
AI Fundamentals
2025
Data Manipulation with Pandas
2025
Model Context Protocol: Advanced Topics
October 7, 2025
Claude Code in Action
September 25, 2025
Introduction to Model Context Protocol
September 25, 2025
AI Fluency: Framework & Foundations
2025
Data Literacy Fundamentals
May 17, 2025
Software Engineering Fundamentals
February 26, 2024 • 16h
Programming History: Languages & Paradigms
February 26, 2024 • 14h
Web Introduction: Internet History & Functionality
February 25, 2024 • 12h
Logical Thinking: Algorithms & Flowcharts
February 28, 2024 • 12h
Logical Thinking: Data Structures & Functions
March 3, 2024 • 12h
Logical Thinking: Programming Languages
March 4, 2024 • 12h
Ethereum Fundamentals
October 29, 2024 • 16h
Blockchain Development Prework
March 9, 2024 • 16h
Git & GitHub
October 27, 2024 • 24h
Linux Server Administration Introduction
November 5, 2024 • 14h
Low-Code Automation with n8n
October 30, 2024 • 7h
Terminal & Command Line Introduction
March 7, 2024 • 11h
n8n Course Level 1 Certified
2025
Building Scalable Agentic Systems
2025
AI Ethics: Global Perspectives
2025
AI Fundamentals
2025
Data Manipulation with Pandas
2025
Model Context Protocol: Advanced Topics
October 7, 2025
Claude Code in Action
September 25, 2025
Introduction to Model Context Protocol
September 25, 2025
AI Fluency: Framework & Foundations
2025
Data Literacy Fundamentals
May 17, 2025
Software Engineering Fundamentals
February 26, 2024 • 16h
Programming History: Languages & Paradigms
February 26, 2024 • 14h
Web Introduction: Internet History & Functionality
February 25, 2024 • 12h
Logical Thinking: Algorithms & Flowcharts
February 28, 2024 • 12h
Logical Thinking: Data Structures & Functions
March 3, 2024 • 12h
Logical Thinking: Programming Languages
March 4, 2024 • 12h
Ethereum Fundamentals
October 29, 2024 • 16h
Blockchain Development Prework
March 9, 2024 • 16h
Git & GitHub
October 27, 2024 • 24h
Linux Server Administration Introduction
November 5, 2024 • 14h
Low-Code Automation with n8n
October 30, 2024 • 7h
Terminal & Command Line Introduction
March 7, 2024 • 11h
n8n Course Level 1 Certified
2025
Building Scalable Agentic Systems
2025
AI Ethics: Global Perspectives
2025
AI Fundamentals
2025
Data Manipulation with Pandas
2025
Model Context Protocol: Advanced Topics
October 7, 2025
Claude Code in Action
September 25, 2025
Introduction to Model Context Protocol
September 25, 2025
AI Fluency: Framework & Foundations
2025
Data Literacy Fundamentals
May 17, 2025
Software Engineering Fundamentals
February 26, 2024 • 16h
Programming History: Languages & Paradigms
February 26, 2024 • 14h
Web Introduction: Internet History & Functionality
February 25, 2024 • 12h
Logical Thinking: Algorithms & Flowcharts
February 28, 2024 • 12h
Logical Thinking: Data Structures & Functions
March 3, 2024 • 12h
Logical Thinking: Programming Languages
March 4, 2024 • 12h
Ethereum Fundamentals
October 29, 2024 • 16h
Blockchain Development Prework
March 9, 2024 • 16h
Git & GitHub
October 27, 2024 • 24h
Linux Server Administration Introduction
November 5, 2024 • 14h
Low-Code Automation with n8n
October 30, 2024 • 7h
Terminal & Command Line Introduction
March 7, 2024 • 11h
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Projects & Analysis
Featured development projects and economic system analysis
n8n Freelancer Starter
Ready-to-deploy n8n template for $3-5/month. Self-hosted on Railway with SQLite, replacing expensive SaaS like Zapier ($20-30/mo). Handles 10 workflows and 1K executions/day.
Tech Stack:
SAT-MCP: Tax Compliance Assistant
Digital assistant for Mexican tax compliance (CFDI). Automates invoicing, validation, and stamping using an MCP server architecture. Supports 5 PACs and handles complex tax logic.
Tech Stack:
Research Reports
Fully reviewed research reports published via Google Documents.
How to spot local market bottoms with Data.
Macro, on-chian and social data analysis tools. • 2025
Read DocumentIt's time to buy $SEI? For and Against Case.
Assessing background, tokenomics, investment thesis and a list of pros and cons for buying $SEI. • 2024
Read DocumentLarry Fink (BlackRock) Never Loses.
Analysis of the history and influence of Larry Fink in digital asset markets. • 2024
Read DocumentWhy the Memecoin Supercycle will fail.
Analysis of the Memecoin Supercycle Theory and its likelihood of success. • 2024
Read DocumentResearch Reports Index.
Many yet to be published and updated to an improved version. • 2024 - 2025
Read DocumentReady to Transform Your Business?
Don't know how to correctly implement AI into your business? Book a free 30-minute discovery call and let's unlock your business potential with intelligent automation that actually delivers results.