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msuribec/README.md

Hi πŸ‘‹, I'm Sofia

Data Engineer | Problem Solver | Tech Enthusiast


πŸš€ About Me

I'm a passionate Data Engineer with experience designing, building, and optimizing data pipelines and scalable systems. I love working with data-driven technologies, automating processes, and turning complex problems into elegant solutions.


πŸ› οΈ Tech Stack

πŸ’‘ Programming & Scripting

  • Python | C++

πŸ—„οΈ Databases & Data Warehousing

  • PostgreSQL | MySQL
  • Redshift | Apache Iceberg

βš™οΈ Data Engineering & Big Data

  • Apache Spark
  • Apache Airflow
  • AWS (S3, Lambda, Redshift, EC2, etc.)

πŸ€– AI & Machine Learning

  • Deep Learning Frameworks: PyTorch | Keras | JAX
  • ML Lifecycle & Deployment: AWS SageMaker | AWS Bedrock
  • Core Python Libraries: scikit-learn | Pandas | NumPy | SciPy

πŸ“Š Data Science & Analytics

  • Pandas | NumPy | SciPy
  • scikit-learn | Keras
  • Plotly

πŸ“¦ Tools & Platforms

  • Docker | Raspberry Pi | Postman
  • Jira

πŸ“š What I Love Building

βœ”οΈ Automated & scalable data pipelines
βœ”οΈ Cloud-native data platforms & architectures
βœ”οΈ Real-time and batch data processing systems
βœ”οΈ Interactive dashboards & data visualizations
βœ”οΈ Machine learning prototypes and experiments


🌱 Currently Exploring

  • Advanced Data Lakehouse architectures
  • Iceberg + Spark + AWS integration
  • Real-time streaming with Kafka

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  1. IANS IANS Public

    Jupyter Notebook