Romulo Drumond
AI Engineer at NovoEd
Ceará, Brazil
Summary
🤩
Rockstar🎓
Top SchoolRomulo Drumond is a Senior AI Engineer with 9 years of experience building production-grade AI systems and backend services, currently focused on architecting agent-based LLM workflows and safety guardrails. He blends deep ML research knowledge (Transformers, PyTorch, TensorFlow) with pragmatic MLOps and backend expertise (FastAPI, Docker, Kubernetes, Spark) to move prototypes into scalable deployments. Notable achievements include automating complex report generation with LangChain/LangGraph—saving hundreds of engineering hours—and designing event-driven safety checks that validate LLM outputs across multiple dimensions. He has a strong track record of cost and performance optimization, from 10x faster multithreaded processing to >20% annual savings on Spark workloads. Based in Ceará, Brazil, Romulo pairs a master’s in Teleinformatics Engineering with hands-on consulting and training experience, regularly turning ML research into operational systems and teaching teams practical MLOps skills.
9 years of coding experience
6 years of employment as a software developer
Master's degree in Teleinformatics Engineering , Machine Learning and Artificial Intelligence , Master's degree in Teleinformatics Engineering , Machine Learning and Artificial Intelligence at Federal University of Ceara
Portuguese, English, French
Stackoverflow
11reputation
0reached
1answer
0questions
Github Skills (68)
chatgpt10
ai10
github-pages10
agentic10
autogen10
responsive10
jekyll10
jekyll-theme10
least-squares9
pyspark9
classification9
database8
sql8
python8
duckdb8
Programming languages (4)
Github contributions (5)
RomuloDrumond/Classification-by-local-modeling
Jul 2019 - May 2023
This repository contains a jupyter notebook explaining and showing how to do classification by local modeling.
Contributions:5 reviews, 13 PRs, 15 pushes in 3 years 10 months
pythonclassification-algorithmjupyter-notebooknotebookto-do
RomuloDrumond/TCC-iot-agua
Aug 2018 - Dec 2021
This repository contains my final undergraduate course work named REAL-TIME WATER CONSUMPTION MONITORING SYSTEM VIA WEB.
Contributions:2 PRs, 15 pushes, 1 branch in 3 years 4 months
undergraduatejavascriptcourse-workwater-consumptionsystem-monitoring
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