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Gustavo K.

Gustavo K.

AI Automation Engineer · Mid-Level

Brazil · Rate on request

Professional Overview

AI & Automation Engineer with 6+ years building production-ready LLM solutions for SMBs worldwide. I design AI agents, RAG systems, and chatbots, and automate workflows with n8n integrating WhatsApp, LLM APIs, and databases. Full-stack in React, Supabase, and PostgreSQL — turning loose ideas into scalable AI systems.

Experience

Company
ImpulseApps
Jan 2019 – Feb 2026
Role title
AI Automation Engineer & Full-Stack Developer

AI Expertise

Automation & AI Workflows AI Implementation & Consulting

Skills

SQL RAG Prompt Engineering OpenAI API LlamaIndex LangChain

Employment Type

Full-time

Description of Responsibilities

  • Built AI agents and RAG chatbots on the OpenAI API for SMB clients
  • Automated client workflows in n8n integrating LLMs, WhatsApp and DBs
  • Engineered prompt pipelines and RAG retrieval over PostgreSQL data
  • Owned AI features end-to-end: scoping, build, deploy and support
  • Integrated LLM APIs into production SaaS with 500+ paying users

Key Achievements / KPIs

  • Cut client manual work ~45% (16h/week) with AI/n8n automations
  • Delivered 50+ AI and web systems for clients in BR, US and EU
  • Scaled AI-integrated SaaS to 500+ active paying subscribers
  • AI quoting & CRM system processed R$20M+ in client quotes

Education

School
Universidade Federal do Paraná (UFPR)
Jul 2019 – Jan 2025
Degree / Program
Bachelor of Science (B.Sc.)

Field of Study: Mechanical Engineering

Areas of Expertise

Automation & AI Workflows

Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.

AI Business, Marketing & Strategy

Apply AI to marketing automation, content generation, customer segmentation, and revenue growth strategies.

NLP & Prompt Engineering

Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.

AI Product & Strategy

Translate AI capabilities into product roadmaps, define success metrics, and drive adoption across engineering and business teams.

Current location

Brazil

Time Zone

Sao Paulo UTC-3

Primary Work Language

English

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