Herndon’s Machine Learning Industry: A Futurology Series on Virginia’s Tech Behemoths

Herndon, Virginia, a bustling suburb located in the heart of the tech-rich Dulles Technology Corridor, is home to a vibrant ecosystem of companies pioneering the cutting-edge field of Machine Learning. Well-positioned both geographically and technologically, this area has evolved into a hub of innovation for next-generation technologies. From robust start-ups to well-established corporations, a multitude of companies are pushing boundaries, altering business landscapes, and proving that the future is, indeed, here. In the following sections, we delve into the operations of many such organizations that call Herndon home.


Founded by Karuna Ammireddy and Sunil Dorairajan, Pype specializes in providing industry-leading solutions using intelligent, machine-learning algorithms geared towards transforming the project management process and ensuring full contract compliance from inception to closeout. Asserting a strong presence in web-based, integrated SaaS solutions since 2015, Pype is reshaping how successful General Contracting firms, Architecture & Engineering firms, and owners conduct their business. Stay connected with them on Twitter, Facebook, or LinkedIn.

Finch Computing

Finch Computing, a software products firm, creates advanced solutions that enable customers to interact with data innovatively. Their product, Finch for Text®, a powerful natural language processing software, transforms human-generated text into machine-readable information, offering real-time insights from their data assets. Their social media handles are Twitter, Facebook, and LinkedIn.

Expedition Technology

Expedition Technology specializes in developing and deploying discriminating signal and image processing solutions for command, control, communications, computers, intelligence, surveillance, and reconnaissance (C4ISR) problems. Connect with Expedition Technology on Twitter or LinkedIn.

Founded by Kishore Kochi, pioneers an AI-driven Human Capital Management platform that caters to the efficient management of an organization’s workforce. Keep up with their updates on Twitter, Facebook, or LinkedIn.

Peace Haven

Peace Haven is a company actively involved in robotics, devops, security, and machine learning, specifically advancing drone and robotics technology. Connect with them on LinkedIn


Goforth Scientific

Goforth Scientific specialises in analytics, geospatial services, and IT, with a particular focus on machine learning. You can find them on Twitter, Facebook, and LinkedIn.

Cohere Technology Group

The Cohere Technology Group, founded by Daniel Haug, operates in the landscape of Information Technology, Machine Learning, and Software. Connect with them on Twitter, Facebook, or LinkedIn.


Cyber 20/20 revolutionizes malware detection by leveraging machine learning algorithms in combination with high-performance computing for analyzing vast volumes of malware, achieving high detection accuracy and low false positive rates. Follow them on LinkedIn for updates.

Written by Mark Smith

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