Data Engineering & Analytics
Unified data platforms, ETL pipelines, and AI-ready architecture.
We build the data infrastructure that powers your business intelligence and AI initiatives. From ETL/ELT pipelines and data lakes to real-time analytics dashboards and AI-ready data architecture — we ensure your data is clean, accessible, and actionable across every platform.
Unified data platforms, ETL pipelines, and AI-ready architecture.
Our Capabilities
Unified Data Platforms
Design and build centralized data platforms that bring together data from Salesforce, AWS, Google Cloud, and third-party systems into a single source of truth. We architect for both analytical and operational workloads.
- Data lakehouse architecture on AWS (S3 + Athena + Glue) or GCP (BigQuery + GCS)
- Salesforce Data Cloud for unified customer profiles
- Master data management and data governance frameworks
- Data catalog and metadata management
- Cross-platform data mesh architecture
ETL/ELT Pipelines
Build reliable, scalable data pipelines that extract, transform, and load data across your systems. Whether batch or real-time, we design pipelines with monitoring, error handling, and data quality checks built in.
- AWS Glue, Step Functions, and Lambda for ETL
- Google Dataflow and Cloud Composer for GCP pipelines
- dbt for SQL-based data transformation
- Real-time streaming pipelines with Kafka and Kinesis
- Data quality validation and lineage tracking
Data Lakes & Warehouses
Architect data storage solutions optimized for your workload — from cost-efficient data lakes for raw data to high-performance warehouses for analytics. We design storage layers that balance cost, performance, and accessibility.
- AWS S3 data lake with Lake Formation governance
- Google BigQuery serverless data warehouse
- Amazon Redshift for high-performance analytics
- Delta Lake and Apache Iceberg for lakehouse patterns
- Data partitioning, compression, and lifecycle management
Business Intelligence & Visualization
Turn data into decisions with interactive dashboards, automated reports, and embedded analytics. We build BI solutions using Tableau, Looker, CRM Analytics, and custom visualization tools.
- Tableau dashboards and embedded analytics
- CRM Analytics (Tableau CRM) for Salesforce insights
- Looker and Looker Studio for Google Cloud analytics
- Custom data visualization with D3.js and Recharts
- Automated report scheduling and distribution
AI-Ready Data Architecture
Design data architectures specifically optimized for AI and machine learning workloads. We ensure your data is structured, labeled, and accessible for model training, feature engineering, and real-time inference.
- Feature stores for ML model training and serving
- Data labeling and annotation pipelines
- Vector database design for embedding storage and search
- Data versioning and experiment tracking (MLflow, W&B)
- Privacy-compliant data pipelines (PII masking, anonymization)
Data Engineering & Analytics Success Stories
See how we've delivered measurable results with data engineering & analytics.
Specialized Services
Dive deeper into our individual service offerings within Data Engineering & Analytics.