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Cloud Engineering

Architecting for
Infinite Scale

Beyond simple hosting. We engineer cloud-native systems that are resilient, automated, and optimized for peak performance and cost-efficiency.

The Infrastructure Burden

Is Your Infrastructure
Holding You Back?

Legacy systems and poorly architected cloud environments are the #1 cause of slow deployments and high operational costs. Don't let your servers be your bottleneck.

High Operational Costs

Paying for idle resources and inefficient instances is a direct drain on your company's bottom line.

Frequent Downtime

If a single server failure crashes your app, you lack the redundancy required for modern enterprise reliability.

Slow Deployments

If it takes weeks to provision new environments, your competitors are out-innovating you every single day.

Our Technology Stack

We are platform-agnostic, choosing the right tool for your specific throughput and latency needs.

ETL & Orchestration

  • Apache Airflow
  • dbt (Data Build Tool)
  • AWS Glue
  • Azure Data Factory

Warehousing & Lakes

  • Snowflake
  • Google BigQuery
  • Amazon Redshift
  • Databricks Lakehouse

Streaming & Compute

  • Apache Kafka
  • Apache Spark
  • PySpark
  • Kubernetes

BI & Visualization

  • Power BI
  • Tableau
  • Looker
  • Grafana
Our Capabilities

Data Engineering Solutions

We architect the backbone of your digital business. From migration to advanced analytics, we ensure your data is secure, accessible, and accurate.

Data Strategy & Consulting

We define a clear, scalable roadmap tailored to your business goals. We assess your current infrastructure and design a future-proof architecture.

Data Warehouse & Lakes

Implementation of high-performance data lakes (S3, Azure Blob) and warehouses (Snowflake, Redshift) for centralized, structured storage.

Pipeline Development

Robust ETL/ELT pipelines that move data securely from disparate sources to your central platform, supporting both batch and real-time streams.

Data Processing

Raw data is often messy. We implement automated cleaning, validation, and transformation rules to ensure your data is analytics-ready.

BI & Analytics

Turn processed data into visual stories. We connect your warehouse to PowerBI, Tableau, or custom dashboards for real-time decision making.

Legacy Migration

Move from on-premise servers to the cloud with zero downtime. We handle the complexity of migrating petabytes of data securely.

Impact by Industry

Tailored data architectures for your specific vertical.

Healthcare

Unified patient records (EHR) and predictive analytics for personalized care, fully HIPAA compliant.

Fintech

Real-time fraud detection pipelines and automated regulatory reporting (KYC/AML) using big data.

Retail & E-com

Inventory forecasting models and 360-degree customer view to drive personalization and sales.

Why Trust Constelly for
Data Engineering?

Most businesses sit on terabytes of unused data. We unlock that value. Our team combines deep industry expertise with certified cloud partnerships to deliver secure, compliant, and high-performance solutions.

Certified Experts

AWS, Google Cloud, and Azure certified engineers with 50+ delivered projects.

Security First

ISO 27001:2022 and HIPAA compliant processes ensuring your data is audit-ready.

Cost Optimization

Intelligent pipeline design that reduces cloud storage and compute costs by up to 40%.

4x

Faster Resolution

70%

Fewer Errors

45%

Lower Overhead

24/7

Global Support

How We Engineer Success

Our proven methodology ensures seamless delivery from extraction to insight.

1. Extraction & Loading

We connect to your varied data sources (CRM, ERP, IoT, Logs) and build secure pipelines to ingest data into a centralized staging area.

2. Transformation & Cleaning

Using modern ELT processes (dbt, Python), we clean, normalize, and enrich the data within the warehouse to prepare it for consumption.

3. Insight Delivery

We connect the structured data to BI tools and ML models, enabling your team to visualize trends and predict outcomes in real-time.

4. Governance & Monitoring

We set up automated alerts (Datadog, Prometheus) and access controls to ensure your pipeline remains healthy and secure 24/7.

Flexible Engagement Models

Choose the hiring model that fits your project needs and budget.

Dedicated Team

An extension of your in-house team. Best for long-term projects with evolving requirements.

  • Full control over team
  • Monthly billing
  • Scalable resources
Most Popular

Fixed Price

Best for small to medium projects with well-defined scope and deliverables.

  • Defined budget & timeline
  • No hidden costs
  • Milestone based payment

Time & Material

Pay for the hours worked. Ideal for projects where scope is not fully defined.

  • High flexibility
  • Hourly billing
  • Change scope anytime
Common Queries

Frequently Asked Questions

Everything you need to know about our cloud engineering services.

While they overlap, Cloud Engineering focuses on the design, architecture, and implementation of the cloud infrastructure itself (ensuring scalability, security, and resilience). DevOps focuses on the automation of software delivery and operations on top of that infrastructure. We provide both to ensure a seamless end-to-end ecosystem.
Yes. We specialize in architecting platform-agnostic solutions that span AWS, Azure, and Google Cloud (GCP). This multi-cloud strategy prevents vendor lock-in, optimizes costs by leveraging best-in-class features from each provider, and ensures high availability. We also seamlessly integrate on-premise infrastructure with public clouds for hybrid models.
We take a proactive approach to cost optimization. Our FinOps strategies include right-sizing instances, implementing auto-scaling policies to shut down non-prod resources off-hours, purchasing Reserved Instances/Savings Plans, and identifying unused storage or zombie assets. We typically reduce cloud bills by 30-40% within the first quarter.
Security is baked into our design (DevSecOps). We implement Zero Trust architecture, strict Identity and Access Management (IAM) policies, encryption at rest and in transit, and continuous threat monitoring using tools like AWS GuardDuty or Azure Sentinel. We ensure compliance with GDPR, HIPAA, SOC 2, and ISO 27001 standards.
Absolutely. We assess your legacy portfolio to determine the best migration strategy: Rehost (Lift & Shift), Replatform, or Refactor (Cloud-Native rewrite). We handle the entire process from planning and data migration to testing and cutover, ensuring zero data loss and minimal downtime.
IaC allows us to provision and manage infrastructure through code (like Terraform or Ansible) rather than manual processes. This ensures consistency (no configuration drift), version control for your infrastructure, and rapid recoverability. It is the foundation of a modern, scalable cloud environment.
We architect systems across multiple Availability Zones (AZs) and Regions to eliminate single points of failure. We implement robust Disaster Recovery (DR) plans with automated backups, cross-region replication, and rapid failover mechanisms (RTO/RPO defined by your business needs) to ensure business continuity.
Yes. We strongly advocate for serverless technologies (like AWS Lambda, Azure Functions, Google Cloud Run) where appropriate. Serverless architectures eliminate infrastructure management overhead, scale automatically with demand, and charge only for actual usage, making them highly efficient for event-driven applications.
We can typically mobilize a Cloud Engineering team within 1-2 weeks. We start with a discovery phase to understand your current infrastructure and business goals, followed by a roadmap proposal. For urgent migrations or issues, we can deploy a rapid response team within 48 hours.
We offer flexible models tailored to your needs: Dedicated Teams for long-term continuous development, Fixed Price for well-defined projects (like a specific migration), and Time & Material for consulting or evolving scopes. We also offer Managed Cloud Services for ongoing maintenance and support.
C
Constelly

Constelly is a premier digital transformation partner, specializing in AI, Cloud, Blockchain, and Mobile solutions. We engineer scalable, future-ready products for enterprises worldwide.

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