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tripl3tr3s/README.md

Hi I'm Triple Tres

Self-Taught AI Engineer | Systems Thinker | Automation & n8n Specialist

Building intelligent automation systems that turn manual bottlenecks into streamlined, self-running workflows. Insight over noise, patterns over guesswork, clarity over complexity.


About Me

I'm a self-taught AI engineer and n8n-certified automation specialist based in Mexico, helping PyMEs break free from manual work through practical AI workflows that deliver real ROI. I think in systems.

From Ink to Code to AI: I hold a bachelor's degree in graphic design and have run my own tattoo studio for 13+ years — a craft that hard-wired precision and pattern recognition into everything I build. From there I spent years authoring 20+ deep-dive technical research reports (50+ pages each) dissecting complex decentralized systems, building things end to end long before "vibecoding" was a thing. If I can understand delta-hedged tokenized protocols, I can definitely understand your business. That same rigor now goes into building AI automation infrastructure.

  • 🌍 Based in Mexico
  • 🖥️ Portfolio: tripl3.dev
  • ✉️ Contact: hola@tripl3.dev
  • 🚀 Currently building: DISAI_Conta — AI-first SAT/CFDI tax compliance platform for Mexican SMEs
  • 🏆 n8n Certified Automation Specialist (Self-Hosted for Enterprises)
  • 📊 20+ Crypto Research Briefs (~50 pages each) published, generating thousands of views
  • 🤝 Open to collaborating on AI automation, n8n workflows, MCP integrations, and Web3 projects

🛠️ Tech Stack

AI Engineering & Agents

Anthropic / Claude MCP Mastra Vercel AI SDK LangChain n8n Python Gemini Hugging Face

MCP Specialist — server & client implementation, tool orchestration, multi-agent pipelines with Mastra and the Vercel AI SDK

Observability & Analytics

Langfuse Sentry Umami

LLM tracing & evals with Langfuse — prompt/version tracking, dataset scoring, and session-level cost monitoring; error tracking via Sentry, privacy-first product analytics via Umami

Frontend Development

React TypeScript NextJS TailwindCSS shadcn/ui TanStack Query Zod Vue.js HTML5 CSS3

Backend, APIs & Testing

NodeJS PostgreSQL SQLite Redis Vitest Playwright pnpm Pandas NumPy

Visualization & Docs

Matplotlib Recharts Docusaurus

Infrastructure & Self-Hosting

Git Docker Linux Kubernetes Coolify Railway Gitea

Networking

Cisco Wireshark

Currently pursuing CCNA

Languages & Scripting

Lua Bash C OpenAPI

Web3 & Blockchain

Ethereum Solana Polygon Arbitrum MetaMask

Design & Creative

Photoshop Illustrator Blender Framer

Daily Environment: NeoVim (LazyVim · Lua config) · Tmux · Ghostty · Zed (secondary) AI Coding Tools: Claude Code · Gemini CLI · OpenCode · running on Arch Linux / Hyprland


🏆 Certifications

AI & Automation (2025)

Credential Platform
n8n Self-Hosted for Enterprises ⭐ n8n
n8n Course Level 1 Certified n8n
Low-Code Automation with n8n Platzi
Model Context Protocol: Advanced Topics Anthropic
Claude Code in Action Anthropic
Introduction to Model Context Protocol Anthropic
AI Fluency: Framework & Foundations Anthropic
Building Scalable Agentic Systems DataCamp
AI Ethics: Global Perspectives DataCamp

Data & Engineering (2024–2025)

Credential Platform
AI Fundamentals DataCamp
Data Manipulation with Pandas DataCamp
Data Literacy Fundamentals DataCamp
Terminal & Command Line DataCamp
Git & GitHub Platzi
Linux Server Administration Introduction Platzi
Software Engineering Fundamentals Platzi
Ethereum Fundamentals Platzi
Logical Thinking Series (3 courses) Platzi

🚀 Projects

AI & Automation

  • SAT-MCP — MCP server for Mexican tax compliance (CFDI 4.0). Automates invoicing, validation, and stamping. Supports 5 PACs. (TypeScript, MCP SDK, SQLite/PostgreSQL)
  • n8n Freelancer Starter — Ready-to-deploy self-hosted n8n template for $3–5/month on Railway. Handles 10 workflows + 1K executions/day.
  • DISAI_Conta — AI-first SaaS platform for SAT compliance. React frontend + n8n automation + MCP backend. (In progress)

Development

  • Crypto/TradFi Analytics Terminal — Real-time crypto analytics dashboard with ApexCharts, TypeScript, and Python data pipelines
  • Gradient Descent Golf — Interactive 2D tutorial teaching ML concepts (gradient descent, cost functions) through a golf game
  • Retail DAO Documentation — Static docs site for DAO infrastructure using Docusaurus; 7 specialized repositories

📊 GitHub Statistics

Triple Tres's GitHub stats

Top Languages

GitHub Streak


📈 GitHub Activity Graph

Triple Tres's github activity graph


🤝 Connect With Me


💡 Philosophy

"From visual design to blockchain analysis, to AI Architecting — every skill builds upon the last. Pattern recognition transcends mediums."

Engineering Principles: Reliability & Observability • Evaluation Over Assumption • Pragmatism Over Hype


Profile Views

Pinned Loading

  1. new-webpage-repo new-webpage-repo Public

    A static website for my own portfolio deployed through and hosted via GitHub Pages

    TypeScript 1

  2. tripl3tr3s tripl3tr3s Public

    Config files for my GitHub profile.

    1

  3. Retail_DAO Retail_DAO Public

    Smart contracts and documentation for Retail DAO, ensuring transparency and community governance.

    Solidity

  4. otc_wallet_analysis otc_wallet_analysis Public

    This is a Python pipeline to analyze a dataset of TRX transactions with OTC patterns

    Jupyter Notebook

  5. V2_Tron_wallet_analysis V2_Tron_wallet_analysis Public

    This repo contains a second version of the possible_OTC_wallets analysis, with an enhanced logic and visualizations, contains only essential files excluding potential sensitive data

    Jupyter Notebook