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raffOps/README.md

Hi 👋, I'm Rafael

LinkedIn

Data developer and Computer Scientist coding from Brazil.

  • 🌱 I’m currently learning Software Architecture, gRPC, UML, and testing
  • 💬 Ask me about Linux, databases, machine learning, programming, and DevOps.

💻 Technical Skills

👨‍💻 Software Engineering

Techniques: Test-Driven Development, Clean Code, Debugging, Documentation, Object-Oriented Programming (OOP), Functional Programming, Hexagonal Architecture, RESTful API Design, Integration Testing, Unit Testing, UML, Code Review
Tools:
Python FastAPI Scrapy PyTest Airflow Alembic Pydantic SQLAlchemy

Golang Gin GORM Testify Go-NSQ Mockery TestContainers

🗄️ Database

Techniques: Relational/Dimensional Modeling, OLTP/OLAP, Schema Evolution, Migrations
Tools: PostgreSQL BigQuery Elasticsearch DBT

🛠️ Data Engineering

Techniques: ELT/ETL, Batch & Streaming, Web Scraping, Data Quality & Observability
Tools: Apache Spark Apache Kafka Apache Beam Databricks

🤖 Machine Learning

Techniques: Regression, Classification, Clustering, Data Wrangling, Hyperparameter Optimization
Tools: NumPy Pandas Seaborn Scikit-Learn TensorFlow

☁️ Cloud & DevOps

Techniques: Infrastructure as Code, Containerization and Orchestration, CI/CD
Tools: Google Cloud Platform AWS Terraform Docker Kubernetes Helm Git

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Pinned

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    API for the FIPE table, a brazilian index for commercial car prices

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  2. goTree goTree Public

    AVL and RedBlack binary tree implementation in Go

    Go 1

  3. EduCensoExplorer EduCensoExplorer Public

    ETL e visualização do Censo escolar

    Jupyter Notebook 8 1

  4. cell-datasets cell-datasets Public

    Classification of cell images using TensorFlow

    Jupyter Notebook

  5. fastapi fastapi Public

    Rest API developed with FastAPI. TDD with Pytest

    Python

  6. machine_learning machine_learning Public

    Algoritmos desenvolvidos na disciplina de Aprendizado de Máquina da UFRGS

    Jupyter Notebook 1