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Victor Romano Coutinho SouzaVS
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Victor Romano Coutinho Souza

@victorromanocoutinho

AI Engineer at Centro Educacional Flavia Rita, building production REST APIs and microservices alongside a Go-based CRM audit platform.

Brazil
Message

At Centro Educacional Flavia Rita, I lead a small engineering squad and maintain production REST APIs and microservices using Python and Go. I organize sprint planning and issue tracking in JIRA.

I built automated data pipelines and CRM integrations using Docker, AWS SQS, SQL, and local LLM models to support business operations and audit processes.

As a freelance software engineer and systems developer, I design automation backends, web applications, and data pipelines for SMEs and B2B clients. I also implemented content pipelines with Python, ChromaDB, and Gemini or Ollama APIs, using guardrails to reduce hallucinations.

My projects include Auditor IA, an event-driven Go platform that evaluates Bitrix24 CRM records with local Ollama models, and WordPresser, a Python pipeline that turns PDF exam notices into structured WordPress posts. I’m expanding my MLOps expertise in C++ for low-latency AI inference.

Experience

Work history, roles, and key accomplishments

CR
Current

Software Engineer & AI Automation Lead

Centro Educacional Flavia Rita

Aug 2025 - Present (1 year 2 months)

Lead a small engineering squad managing sprint planning, task estimation, and issue tracking using JIRA. Architect and maintain production-ready REST APIs, microservices, and custom workflow automations using Python and Go following Clean Architecture and DDD principles.

SE
Current

Freelance Software Engineer & Systems Developer

Self-Employed

Aug 2020 - Present (6 years 2 months)

Design and deploy high-performance automation backends, custom web applications, and data pipelines for SMEs and B2B clients. Implement automated content pipelines using Python, vector databases (ChromaDB), and LLM APIs (Gemini/Ollama) with zero-hallucination guardrails.

Education

Degrees, certifications, and relevant coursework

II

Instituto Infnet

Systems Analysis & Development, Systems Analysis & Development

2026 -

Pursuing a degree in Systems Analysis and Development, with an expected completion in the future.

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