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thiagomontozo/README.md

Hi, I'm Thiago πŸ‘‹

Software Analyst β€’ Backend β€’ AI β€’ Distributed Systems


Building scalable systems, AI-powered applications, developer tools and high-performance backend services.


πŸ‘¨β€πŸ’» About Me

package main

type Developer struct {
    Name      string
    Role      string
    Languages []string
    Focus     []string
}

func main() {
    me := Developer{
        Name: "Thiago",
        Role: "Software Engineer",
        Languages: []string{
            "Go",
            "Python",
            "TypeScript",
            "JavaScript",
            "SQL",
        },
        Focus: []string{
            "Backend Engineering",
            "Artificial Intelligence",
            "Distributed Systems",
            "RAG & LLMs",
            "Cloud Infrastructure",
            "Developer Tools",
            "High-Performance Systems",
        },
    }

    _ = me
}

I enjoy building systems that combine backend engineering, artificial intelligence and infrastructure.

My work and personal projects involve APIs, distributed architectures, AI agents, RAG pipelines, vector search, LLM infrastructure, automation and modern web applications.


πŸš€ What I Build

  • ⚑ High-performance backend services
  • 🌐 REST APIs and microservices
  • 🧩 Distributed systems
  • πŸ€– AI-powered applications
  • 🧠 LLM infrastructure
  • πŸ”Ž Retrieval-Augmented Generation β€” RAG
  • πŸ—ƒοΈ Vector and semantic search
  • πŸ•ΈοΈ AI agents and orchestration
  • 🐳 Containerized environments
  • βš™οΈ Developer tools and automation
  • πŸ’» Modern web applications
  • πŸ“Š Data-driven systems

πŸ› οΈ Tech Stack

Languages


Backend


Frontend


Databases & Search


DevOps & Infrastructure


πŸ€– AI & LLM Engineering

Documents
    β”‚
    β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  Processing  β”‚
β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”˜
       β”‚
       β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  Embeddings  β”‚
β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”˜
       β”‚
       β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚ Vector Store β”‚
β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”˜
       β”‚
       β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   Retrieval  β”‚
β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”˜
       β”‚
       β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚     LLM      β”‚
β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”˜
       β”‚
       β–Ό
    Response

Areas of interest

RAG β€’ LLMs β€’ AI Agents β€’ Embeddings β€’ Semantic Search β€’ Vector Databases β€’ Model Serving β€’ vLLM β€’ Inference β€’ AI Infrastructure


βš™οΈ Engineering

                         SOFTWARE ENGINEERING
                                  β”‚
              β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
              β”‚                   β”‚                   β”‚
              β–Ό                   β–Ό                   β–Ό
           BACKEND               AI               FRONTEND
              β”‚                   β”‚                   β”‚
        Go / Python          RAG / LLMs         React / TS
              β”‚                   β”‚                   β”‚
              β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                            β”‚           β”‚
                            β–Ό           β–Ό
                     DISTRIBUTED   INFRASTRUCTURE
                       SYSTEMS      Docker / Linux

🧰 Tools & Technologies




πŸ“Š GitHub Stats


πŸ”₯ GitHub Streak


πŸ“ˆ Contribution Activity


🐍 Contribution Snake

GitHub contribution snake

The snake animation requires the GitHub Actions workflow responsible for generating the SVG files.


πŸ§ͺ Currently Exploring

AI Agents
β”œβ”€β”€ Tool Calling
β”œβ”€β”€ Agent Orchestration
β”œβ”€β”€ Distributed Execution
└── Multi-Agent Systems

LLM Engineering
β”œβ”€β”€ RAG
β”œβ”€β”€ Embeddings
β”œβ”€β”€ Semantic Search
β”œβ”€β”€ Vector Databases
β”œβ”€β”€ Model Serving
└── High-Performance Inference

Backend Engineering
β”œβ”€β”€ Go
β”œβ”€β”€ APIs
β”œβ”€β”€ Concurrency
β”œβ”€β”€ Microservices
β”œβ”€β”€ Distributed Systems
└── Observability

Frontend
β”œβ”€β”€ React
β”œβ”€β”€ TypeScript
β”œβ”€β”€ Vite
└── Modern Web Architecture

🧠 Engineering Principles

Build simple systems first. Make them observable. Make them reliable. Make them scalable. Optimize where it actually matters.


🎯 Current Focus

  • Building distributed services with Go
  • Developing AI and automation systems with Python
  • Building modern interfaces with React + TypeScript
  • Exploring AI agents and agent orchestration
  • Designing RAG and semantic search architectures
  • Improving LLM inference and infrastructure
  • Building efficient and observable backend systems
  • Creating useful open-source projects

🌐 Let's Connect


⚑ Building software. Exploring AI. Solving hard problems.




Go β€’ Python β€’ TypeScript β€’ React β€’ AI β€’ RAG β€’ LLMs β€’ Distributed Systems

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