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Achievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: QuickdrawAchievement: StarstruckAchievement: Arctic Code Vault Contributor

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RomuloDrumond/README.md

Hi there, I'm Romulo Drumond! 👋

About Me 🚀

I'm an AI & Machine Learning Engineer specializing in designing, building, and deploying production-grade AI systems. My expertise spans from advanced AI Agents and Large Language Models (LLMs) to scalable backend development and LLMOps. I am passionate about creating reliable, efficient, and maintainable AI solutions that solve real-world problems.

  • 🔭 Currently working on: Building robust backend services for AI applications, implementing LLMOps best practices, and developing advanced multi-agent workflows.
  • 🌱 Currently learning: Advanced distributed training techniques and scalable AI system architecture.
  • 📌 Primary Interests: AI System Design, LLMOps, FastAPI, RAG Pipelines, and Multi-Agent Systems.
  • 🌍 Languages: Python, English, French, Portuguese
  • 📫 How to reach me: LinkedIn | Website
  • ⚡ Fun fact: I'm a Brazilian who doesn't play soccer!

My Skills 🧠

AI & Machine Learning

Python PyTorch TensorFlow Deep Learning NLP LLMs AI Agents Reinforcement Learning

Backend & MLOps

FastAPI Docker Kubernetes LLMOps CI/CD SQL

Featured Projects 💻

ReportGen Agent

An agentic workflow that automates in-depth research to produce structured reports from web and user-provided content. This system leverages LangGraph to create a modular, extensible, and maintainable workflow based on SOLID principles.

  • Impact: Designed to save hundreds of engineering hours by automating technology assessment and content generation.

LSSVM (Least Squares Support Vector Machine)

A high-performance Python implementation of the LSSVM algorithm for classification, optimized for both CPU (NumPy) and GPU (PyTorch).

SOM (Self-Organizing Maps)

A Python implementation of Self-Organizing Maps (SOM) with dual support for CPU (NumPy) and GPU (PyTorch) execution.

Recent Certifications 🎓

  • Generative AI for Software Development Specialization (DeepLearning.AI)
  • LLMOps (DeepLearning.AI)
  • Automated Testing for LLMOps (DeepLearning.AI)
  • Large Language Models with Semantic Search (DeepLearning.AI)
  • DSPy: Build and Optimize Agentic Apps (DeepLearning.AI)
  • AI Agents in LangGraph (DeepLearning.AI)

Get in Touch 📬

"Don't forget to think about people, in the end, it's all about them."

Popular repositories Loading

  1. LSSVM LSSVM Public

    Python implementation of Least Squares Support Vector Machine for classification on CPU (NumPy) and GPU (PyTorch).

    Python 59 15

  2. SOM SOM Public

    Python implementation of Self-Organizing Maps (SOM) on CPU (NumPy) and GPU (PyTorch).

    Jupyter Notebook 4

  3. Minimum-Distance-Classifier Minimum-Distance-Classifier Public

    Python implementation of the Minimum Distance Classifier (MDC).

    Jupyter Notebook 3 1

  4. Classification-by-local-modeling Classification-by-local-modeling Public

    This repository contains a jupyter notebook explaining and showing how to do classification by local modeling.

    Jupyter Notebook 1

  5. handsonml handsonml Public

    Repository with some experiments and codes from the book Hands-On ML

    Jupyter Notebook 1

  6. TCC-iot-agua TCC-iot-agua Public

    This repository contains my final undergraduate course work named REAL-TIME WATER CONSUMPTION MONITORING SYSTEM VIA WEB.

    Python