Gustavo Junior
@gustavojunior
Senior software engineer specializing in AI/LLM, RAG, and distributed systems to deliver production-grade automation.
What I'm looking for
I’m a senior software engineer with 10+ years of experience in distributed systems, technical leadership, and large-scale platform architecture. I’m currently focused on applied Artificial Intelligence—building products powered by LLMs (OpenAI and Gemini), RAG pipelines, and agent orchestration with MCP and tool-calling integrations.
I’ve led end-to-end delivery from prototype to fully observable production, combining deep expertise in Python (FastAPI, LangChain, vector stores, Celery, asyncio) with strong experience in Golang and Node.js/TypeScript. In my recent roles, I’ve built conversational and operational AI systems that can execute real business workflows audibly and securely, integrating LLM reasoning with retrieval and ERP capabilities.
I also bring a strong cloud-native foundation—GCP/AWS, Kubernetes, Terraform, ArgoCD, and CI/CD—plus production observability with Prometheus and Grafana. Whether I’m architecting microservices, leading teams under SCRUM, or modernizing platforms across ERP/CRM/e-commerce, my priority is clear ownership, measurable outcomes, and scalable engineering practices.
Experience
Work history, roles, and key accomplishments
Lead Engineer
Supply Pay
Jul 2025 - Present (11 months)
Designed and implemented an MCP + RAG conversational ERP assistant in Frappe that lets users execute orders, inventory, accounting entries, and reports via tool calling. Built the GCP cloud foundation with Terraform/GitOps and added Prometheus + Grafana observability for auditable operations.
Senior Software Engineer
REALLY
Jan 2024 - Jul 2025 (1 year 6 months)
Built the telecom customer experience from scratch in Go, delivering user portal, company website, and workflows for enrollment, SIM/line activation, and plan lifecycle management. Led Kubernetes microservices with Terraform/ArgoCD and Grafana observability, and integrated Telgoo to manage mobile subscriber data.
Senior Software Engineer
Galley
Dec 2022 - Jan 2024 (1 year 1 month)
Designed and implemented production systems for recipes, ingredients, project workflows, and inventory management. Built full-stack applications with Go, Node.js, React, GraphQL/REST, and scaled distributed services using Kafka and Kubernetes.
Tech Lead (DevSkin)
DevSkin
Oct 2021 - Aug 2023 (1 year 10 months)
Served as a Technical Lead, coordinating teams and delivering scalable solutions under Scrum. Implemented event-driven architectures with AWS services and built backend functionality in Node.js using Express/Socket.io and TypeORM, supported by Docker-based containerization.
Chief Technology Officer
GenZ
May 2021 - Dec 2022 (1 year 7 months)
Led the technology department delivering new features and workflow optimizations across e-commerce, ERP, and CRM platforms. Implemented scalable serverless and microservices architectures, CI/CD, and cloud infrastructure using AWS, messaging (SNS/SQS, RabbitMQ), and databases with Kubernetes.
Tech Lead
Eiprice
May 2020 - Oct 2021 (1 year 5 months)
Led a SCRUM team and drove innovation across data science, web scraping, and web platforms by introducing new architectures and technologies. Built backend services with Python (FastAPI/Django/Flask, Celery, Faust, Pandas/NumPy) alongside Golang, Node.js, React, and AWS/GCP with caching and data storage.
Co-Founder & CTO
Agência Crow
Aug 2015 - Apr 2021 (5 years 8 months)
Co-founded and led technology strategy, managing client projects with JIRA/Scrum practices for continuous delivery. Built microservices backends with CodeIgniter/Laravel and Node.js, delivered front-ends in Angular/React, and managed infrastructure across DigitalOcean and AWS.
Senior Software Engineer
SmartPass Brasil
Sep 2019 - Mar 2020 (6 months)
Refactored the PHP backend and continuously evolved the SmartPass platform across website and producer/user/admin panels. Implemented Node.js microservices with GraphQL, Kafka, Redis, Bee Queue, MongoDB, Docker Compose, and Kubernetes, including Mercado Pago payments integration.
Chief Technology Officer
CloudCRM
Nov 2016 - Oct 2019 (2 years 11 months)
Acted as CTO, full-stack developer, and DevOps applying Scrum and agile methodologies. Migrated the database to AWS RDS and operated services on EC2 with load balancing and Nginx, using Docker, Kubernetes, and CI/CD pipelines while building React Native, ReactJS, Angular, and Python-based components.
Full-stack Developer
GSA Sistemas de Gestão
Aug 2012 - Nov 2016 (4 years 3 months)
Developed a web-based ERP system using Progress (4GL) and delivered supporting mobile and web applications. Built solutions with Node.js, Android, Ionic, HTML/CSS/jQuery, and CodeIgniter with Doctrine2 for backend structure and data access.
Full-stack Developer
DataCase
Jul 2012 - Aug 2012 (1 month)
Built institutional websites, e-commerce stores, hotsites, and web applications as a full-stack developer. Supported client deliverables across web pages and web app features.
Education
Degrees, certifications, and relevant coursework
Live University
MBA, Data Science & Artificial Intelligence
2020 - 2022
Completed an MBA focused on Data Science and Artificial Intelligence from 2020 to 2022.
Faculdade Metropolitana
Postgraduate, Data Science & Big Data
2020 - 2021
Completed a postgraduate program in Data Science and Big Data from 2020 to 2021.
UDC Faculdades
Bachelor's degree, Information Systems
2010 - 2014
Earned a bachelor's degree in Information Systems from 2010 to 2014.
Tech stack
Software and tools used professionally
DigitalOcean
GitHub
GitLab
Kubernetes
Docker Compose
Jenkins
CircleCI
GitHub Actions
GitLab CI
React Native
NumPy
Pandas
MySQL
PostgreSQL
MongoDB
SQLite
Gmail
Node.js
Django
Laravel
NestJS
Redis
Terraform
Jira
Babel
jQuery
JavaScript
HTML5
PHP
Kotlin
ActionScript
Kafka
RabbitMQ
FastAPI
TypeORM
asyncio
Grafana
Prometheus
Sequelize
Apollo
Gemini
GraphQL
Socket.IO
gRPC
Serverless
NGINX
SQL
CodeIgniter
LangChain
Pydantic
ArgoCD
Synthesized
Instructor
Model Context Protocol (MCP)
Dynamic
ERPNext
Jan
Mercado Pago
Android
Availability
Location
Authorized to work in
Job categories
Skills
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