Data Engineering & MLOps
Data Pipelines, Model Operations, Monitoring
| Service | Description | Price Range |
|---|---|---|
| Data Pipeline Design & Build | Apache Airflow, dbt, Spark, Kafka-based scalable data pipelines | ₹2,00,000 – ₹12,00,000 |
| Data Lake & Warehouse Setup POPULAR | Snowflake, BigQuery, Databricks, AWS Redshift architecture and setup | ₹3,00,000 – ₹15,00,000 |
| Feature Store Design | Feast, Tecton, Hopsworks feature stores for ML model serving | ₹2,00,000 – ₹8,00,000 |
| CI/CD for ML Models | MLflow, Kubeflow, GitHub Actions pipelines for model lifecycle | ₹1,50,000 – ₹7,00,000 |
| Model Monitoring & Drift Detection | Evidently, WhyLogs, Arize for data drift, model degradation alerts | ₹1,00,000 – ₹5,00,000 |
| Data Quality Management | Great Expectations, dbt tests, automated data quality dashboards | ₹1,00,000 – ₹5,00,000 |