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ra312/README.md

Hello πŸ‘‹

Visits Badge Open Source Love

Hi,I'm Rauan, a Software Engineer who enjoys translating business problems to software products.

  • πŸ”­ I usually work on automating and orchestrating custom pipelines for data extraction, ML model deployment and tracking in production (Google Kubernetes Engine, Vertex AI)

πŸ‘¨πŸ»β€πŸ’» Languages and Tools

Kubernetes C SQL CI/CD Jira C++

​
import json
from dataclasses import asdict, dataclass


@dataclass
class MLStack:
    external_databases : tuple = ("PostgreSQL", "Oracle", "IBM_DB")
    machine_learning   : tuple = ("TensorFlow", "Scikit-Learn", "PyTorch", "xgBoost", "HyperOpt") 
    apache_stack       : tuple = ("Apache Spark", "Hive", "NiFi", "Flink", "Apache Knox")
    cloud_stack        : tuple = ("Google Kubernetes Engine")
    production         : tuple = ("Vertex AI", "Kubeflow","Luigi", "Airflow")
    os                 : tuple = ("ZooKeeper", "Alpine Linux")

    def serialize(self):
        return json.dumps(asdict(self), indent=4)


stack = Stack()
print(stack.serialize())
​

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