Implementation

Deployed self-hosted Airbyte v2.1.0 on a GCP Virtual Machine (Ubuntu 22.04, 16GB RAM, 4 vCPU)
Configured source-to-destination data pipelines using Airbyte's connector catalog.
Developed custom connectors through Airbyte Connector Builder for APIs not supported by existing connectors.
Integrated sources with BigQuery and implemented Incremental Append + Deduped syncs using cursor fields to capture new and updated records.
Established daily scheduled syncs with staggered execution times to optimize resource utilization and avoid concurrent sync conflicts.

Highlights

Supports connectivity to a wide range of APIs and data platforms through prebuilt connectors.
Enables rapid custom source creation with API authentication, request configuration, pagination, and schema mapping.
Automates data extraction, loading, and synchronization with minimal operational overhead.
Supports both historical backfills and incremental data loading for efficient pipeline execution.
Provides a scalable and extensible self-hosted data integration platform for centralized analytics and reporting.