Gustavo Henrique Karsten

IT Infrastructure & AI Automation Specialist

LinkedIn

About

Highly skilled IT professional with extensive experience in Linux server administration, infrastructure automation, and technical support. Proven ability to optimize corporate systems through high-availability solutions, virtualization, and robust monitoring. Recently focused on developing AI-driven automations and integrating workflows using n8n, LangChain, and advanced language models to enhance business processes and create intelligent solutions.

Work Experience

Analista Técnico - Servidores Pleno

PowerX

Mar 2024 - Present

Led technical support and infrastructure projects for enterprise clients, specializing in Linux servers, Ansible automation, and Proxmox virtualization, while pioneering AI-driven workflow integrations.

  • Provided expert technical support to enterprise clients, resolving complex issues related to Linux servers, Ansible automation, and Proxmox virtualization platforms.
  • Deployed and managed robust clusters (GlusterFS, Elasticsearch, MariaDB), implementing automated backups, replications, ProxySQL load balancing, and Zabbix monitoring to ensure high availability and performance.
  • Developed and managed AI pipelines using LangChain and Ollama, integrating workflows via n8n to automate complex business processes and enhance operational efficiency.
  • Implemented Retrieval-Augmented Generation (RAG) systems with LangChain, leveraging nomic-embed-text embeddings and PGVector to enable semantic search and contextual response generation from internal enterprise documents.
  • Orchestrated automated customer service systems, connecting to internal data sources and external APIs to streamline interactions and improve response times for various business functions.
  • Configured PostgreSQL environments on VPS and custom domains, supporting the deployment and scalability of new automation projects.

Analista de Infraestrutura

Grupo Fleury

Mar 2023 - Sep 2023

Provided critical remote and on-site infrastructure support to internal clients, ensuring seamless operations and efficient IT service delivery.

  • Delivered comprehensive remote and on-site technical support to internal clients, efficiently resolving diverse IT issues and ensuring operational continuity.
  • Administered user accounts and permissions within Active Directory, ensuring secure and streamlined access for a large internal user base.
  • Facilitated efficient IT service delivery by managing support requests via ServiceNow and mediating effectively between various IT departments to resolve complex issues.

Técnico de Suporte

Unitec Escola Técnica

Jul 2022 - Mar 2023

Provided essential technical support and system configuration for workstations and network assets, ensuring operational continuity for educational environments.

  • Provided direct technical support and configured workstations, resolving hardware and software issues to maintain optimal system performance for students and staff.
  • Managed user accounts and access within Active Directory, email servers, and ERP systems, ensuring efficient onboarding and operational continuity for the institution.
  • Conducted continuous monitoring of IT assets and performed basic network configurations, proactively identifying and addressing potential issues to minimize downtime.

Técnico de Informática

Toor Tecnologia

Aug 2018 - Jan 2020

Delivered N1 remote support and administered Linux/Windows servers, contributing to robust IT infrastructure and developing automation scripts.

  • Provided N1 remote support, effectively resolving technical issues for clients and ensuring minimal disruption to their operations.
  • Administered and maintained Linux and Windows servers, ensuring system stability and optimizing performance for diverse client environments.
  • Configured basic firewall rules and implemented Hyper-V redundancy solutions, enhancing network security and system availability.
  • Developed and deployed automation scripts using Shell and PowerShell, streamlining routine IT tasks and improving operational efficiency.

Education

DevOps

Anhanguera

Jan 2022 - Mar 2023

Certificates

Imersão Oracle - DBAOCM

DBAOCM

Jan 2025

Linux Fundamentos

FIAP

Jan 2020

Excel Avançado

Microlins

Jan 2020

Liderança Técnica

ApoioAG

Jan 2020

Eletrônica Embarcada com Arduino

CETEP

Jan 2020

Languages

English (Proficient) , German (Basic) , Spanish (Proficient)

Skills

Tools & APIs

  • ServiceNow
  • Wiki.js
  • Google Sheets
  • Google Forms
  • GitHub API

DevOps Practices

  • DevOps

Operating Systems & Infrastructure

  • Linux (Debian, Slackware, FreeBSD)
  • Windows Server (2008–2016)
  • Active Directory
  • pfSense
  • Mikrotik
  • Unifi AP
  • infraestrutura
  • VPS

Virtualization

  • Proxmox
  • Hyper-V

Automation & Scripting

  • Ansible
  • Shell Script
  • PowerShell
  • n8n
  • automação
  • workflow

Monitoring

  • Zabbix

Databases

  • MariaDB
  • Elasticsearch
  • PostgreSQL
  • ProxySQL
  • PGVector

AI & Machine Learning

  • LangChain
  • Ollama
  • Hugging Face
  • RAG (Retrieval-Augmented Generation)
  • embeddings
  • vetores
  • IA
  • agentes inteligentes
  • busca semântica
  • pipeline de IA
  • chatbot
  • assistente virtual
  • documentos empresariais
  • automação com IA