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  - Cloud-native platforms (AWS, Azure, GCP)
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  - Streaming & batch pipelines (Spark, Kafka, dbt, Airflow)
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  - Curated data products and APIs
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- - Secure MLOps / DevSecOps frameworks
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  ### 3. Managed Services
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  - 24×7 operation of data platforms and ML models
 
36
  - Cloud-native platforms (AWS, Azure, GCP)
37
  - Streaming & batch pipelines (Spark, Kafka, dbt, Airflow)
38
  - Curated data products and APIs
39
+ - Secure MLOps / DevOps frameworks
40
 
41
  ### 3. Managed Services
42
  - 24×7 operation of data platforms and ML models