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Service

Data Engineering

Build the data infrastructure that powers every business decision

Reliable analytics begins with reliable data. LynkResources architects and implements scalable data pipelines, lakehouse platforms, and integration frameworks that ensure data is accurate, available, and audit-ready. We specialize in regulated industries where data lineage and quality are non-negotiable.

120+

Pipelines Built

10TB+

Data Processed Daily

99.9%

Pipeline Uptime SLA

Key Capabilities

What we deliver for your organization

Cloud data lakehouse and warehouse architecture

ETL/ELT pipeline design and automation

Real-time streaming data processing

Data quality monitoring and validation frameworks

Data lineage tracking and audit trail implementation

API integration and third-party data ingestion

Use Cases

Real-world applications

Unified clinical data platform aggregating trial and EHR data

Real-time transaction processing for banking and payments

Multi-source product catalog and inventory synchronization

IoT sensor data ingestion and processing for manufacturing

Technologies

Tools and platforms we use

Apache Kafka
Apache Spark
Delta Lake
Databricks
dbt
Azure Data Factory
AWS Glue
Airflow
Fivetran
Great Expectations

Industries We Serve with This Capability

This service has proven impact across these sectors