Harrisonburg, Virginia

Data engineering, AI, and software consulting in Virginia.

Darkstar Development is based in Harrisonburg, in the Shenandoah Valley. We help organizations across Virginia turn raw data into results with data engineering, AI and machine learning, and custom software, built by senior engineers you work with directly.

What we do

Three pillars. One Virginia partner.

From the first pipeline to production AI, everything we build for clients across the Commonwealth.

01

Data Engineering

Transform raw data into actionable business intelligence with robust, scalable data infrastructure.

  • Data pipeline architecture
  • Real-time analytics
  • Data lakes & warehouses
  • ML-ready pipelines
  • ETL/ELT workflows
  • Business intelligence
02

AI & Machine Learning

Deploy intelligent systems that automate decisions, uncover patterns, and drive measurable outcomes.

  • Natural language processing
  • Computer vision
  • Predictive analytics
  • LLM integration
  • Model training & tuning
  • AI strategy consulting
03

Custom Development

Purpose-built software engineered for your specific business needs, built to scale.

  • Full-stack applications
  • API design & integration
  • Microservices architecture
  • Mobile applications
  • Cloud-native apps
  • Legacy modernization
Why Darkstar

A local team that ships.

  • Here in Virginia

    We are based in Harrisonburg, Virginia, within about two hours of Charlottesville, Richmond, Roanoke, and Northern Virginia, so we can meet in person when it helps.

  • Your time zone, your pace

    Same business hours, same-day answers. We respond to new inquiries within 24 hours.

  • Senior engineers, no hand-offs

    The people on your first call are the people who build it. No sales layer, no bench of juniors.

Where we work

Across the Commonwealth.

Anywhere in Virginia, and remotely nationwide.

  • Shenandoah Valley
  • Charlottesville
  • Richmond
  • Northern Virginia
  • Roanoke
  • Hampton Roads
How we've helped

Work that ships.

Data Engineering

Enterprise Data Warehouse

Built a centralized data warehouse for a resort management company, integrating 30+ source systems spanning retail, F&B, finance, property management, activities, and loan servicing into one analytics platform.

Snowflake ETL SQL Matillion
AI / Machine Learning

Computer Vision Alert Detection

Developed a computer vision system for a government client that performs real-time alert detection and monitoring, enabling faster response and better situational awareness.

PyTorch Computer Vision Python Network Mesh
Custom Development

AI-Powered Owner Portal

Built a client-facing chat agent for resort owners to check account information, reservations, and property details through a conversational AI interface.

Azure Foundry Anthropic React
FAQ

Questions, answered.

Where is Darkstar Development located?

Darkstar Development is based in Harrisonburg, Virginia, in the Shenandoah Valley.

Do you only work with companies in Virginia?

No. We work with organizations across Virginia, in person when it helps, and remotely with clients throughout the United States.

Do you offer Snowflake and Databricks consulting in Virginia?

Yes. Darkstar is a Snowflake partner and a Databricks partner. We design, implement, migrate, and optimize both platforms for Virginia organizations, from first assessment to production support.

What kinds of organizations do you work with?

We have worked across more than ten industries, including hospitality and government, on data warehouses, computer vision, AI applications, and custom software.

How quickly will we hear back?

We respond to new inquiries within 24 hours, and your first call is with an engineer who will work on your project.

Work with us

Let's talk about your project.

Tell us about your data, your systems, and the problem you want solved. We'll come back within 24 hours.

Schedule a consultation