class ZarinaNurzhanova:
    
    def __init__(self):
        self.role = ["Backend Developer", "Data Engineer", "ML Engineer"]
        self.location = "Kazakhstan 🇰🇿"
        self.languages = ["Python", "SQL", "Bash"]
        self.currently = "Building scalable data pipelines & ML systems"
    
    def daily_stack(self):
        return {
            "backend":  ["FastAPI", "Django", "Flask", "asyncio"],
            "data":     ["Apache Airflow", "Spark", "Kafka", "dbt"],
            "ml":       ["PyTorch", "scikit-learn", "MLflow", "Hugging Face"],
            "storage":  ["PostgreSQL", "ClickHouse", "Redis", "S3"],
            "devops":   ["Docker", "Kubernetes", "GitHub Actions", "Terraform"],
        }
    
    def motto(self):
        return "Clean data → smart models → reliable systems 🚀"