Data Engineering

Big Data

Process petabytes of data at the speed your business demands.

Overview

Big Data

When data volume, velocity, or variety exceeds what traditional tools can handle, big data engineering takes over. We design distributed processing architectures on Apache Spark, Databricks, and cloud-native platforms that process billions of events reliably — and cost-efficiently.

Discuss Your Project
Distributed Processing

Apache Spark workloads that process billions of rows in minutes, not hours.

Cloud-Native Scale

Elastic compute that scales to match your peak load — and scales back down.

Cost Efficiency

Databricks spot cluster strategies and optimized Spark configs that cut compute costs by up to 60%.

What We Offer

Service Scope & Deliverables

Apache Spark batch and streaming job design
Databricks workspace setup and cluster optimisation
Delta Lake architecture for ACID-compliant big data
Hadoop ecosystem migration to cloud (HDFS to S3/GCS)
Real-time stream processing with Kafka Streams and Flink
Data lake design with Parquet, Delta, and Iceberg formats
Spark performance tuning and job optimisation
Cost governance with Databricks Unity Catalog
How We Work

Our Delivery Process

01
Profile

Volume, velocity, and variety assessment to size the architecture correctly.

02
Architect

Data lake zones, processing layers, and cluster topology design.

03
Build

Spark job development, Delta Lake tables, and streaming pipelines.

04
Optimise

Performance profiling, cost governance, and SLA monitoring.

Tech Stack

Technologies & Tools

Apache SparkDatabricksDelta LakeApache KafkaApache FlinkAWS EMRAzure HDInsightApache Iceberg
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From experiment to production-grade model — end to end.

Complement with BIM & Design Services

Architectural BIM, scan-to-BIM, 3D visualisation, and automation — all under one roof.

Ready to get started with Big Data?

Our team will scope your requirements and come back with a clear proposal within 48 hours.

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