Faster Time to Market:

We pursue emerging technologies that are rapidly changing the enterprise landscape through Big Data insights, software automation, and ubiquitous connectivity. We strive to be the partner of choice for the government and commercial enterprise by helping them build innovative, reliable and cost-effective technological solutions.

Big Data

An average organization makes decisions based on only 12% of its available data because it’s “too messy” to deal with. Experts predict that the amount of data will increase by 800% in the next five years, and most of it will be multi-structured. (Source: DZone Guide To Big Data 2016)


“Dark” Data Challenge

The enormous amounts of data generated by smart devices, operational machinery, equipment and sensors, etc. (aka “dark” data) vastly exceed the current capabilities to process this data.

For example, a single turbine compressor blade can generate 500GB per day, while a wind farm may generate 150,000 data points per second.

Today, the majority of this data is poorly analyzed or not collected at all. The ability to analyze, synthesize and draw conclusions from the massive amounts of “dark” data enables new levels of operational effectiveness, situational awareness, and ultimately intelligent decision making.

Data Globe

 

Data Solution Components


 

Vlabs Research

  • Cybersecurity Analytics: applying big data processing techniques to real-time and historic analysis of cybersecurity threats.
  • Computer Vision: object recognition within images/video; anomaly detection & change classification; deep learning of image content; facial recognition.
  • Autonomous Navigation & Swarm Theory: research of deep neural networks for collision avoidance and cooperative mission behaviors of drones.
  • Time Series & IoT: condition-based maintenance and preventive analytics; IoT/sensor-based solutions; telemetry data; etc.
  • Other use cases, including: news & events analysis; people behavior, etc.

 

Business Application

  • Enhancing security of complex computer networks by analyzing large streams of diverse data signals to identify cyber threat patterns and adversarial behaviors.
  • Business intelligence through analysis of images, videos, and unstructured geospatial data.
  • Training self-navigation software for autonomous flight missions of drones.
  • Cost savings and operational availability of equipment and machinery through condition-based preventive maintenance.
  • Battle space awareness by creating a seamless tactical operating picture that unifies military intelligence, operations and communications.




Case Study: Big Image Data

What is achievable?

  • Given a set of input images, automatically analyze those images to find specific features of interest.
  • Users may run object searches based on visual samples without individual preprocessing of image archives.

Examples

  • Geolocation of photographs through fusion of satellite and street data.
  • Classification of microscope images to enable cell disease diagnostics.
  • Identification of agricultural crops based on high-resolution satellite imagery.


4 Steps of Image Analytics

Approach

Effective Data Analytics is about pursuing business answers through targeted data insights. Our team uses lean and agile development approach to tackling many challenging Big Data use cases. When implemented well, the core business gains a competitive advantage with an ability to deliver fast and relevant capabilities to the market.

Lean & Agile Product Development

When the business asks for lean or agile, they are asking you to be more responsive to their changing needs

 

  • Discovery

    We evaluate team resources, business processes, and technology components to facilitate a phased approach to Big Data initiatives.

  • MVP

    We start with a minimally viable product ("MVP") and construct a long-term roadmap for subsequent product iterations.

  • Development

    We prioritize and refine product features based on the customer feedback to maximize value of our deliverables.

  • Operations

    We view ongoing managed services as critical components of our delivery to ensure that our solution performs at optimal levels.

About

“Vision Without Execution Is Hallucination” – Thomas Edison

Mission

We pursue emerging technologies that are rapidly changing the enterprise landscape through Big Data insights, software automation, and ubiquitous connectivity. We strive to be the partner of choice for the government and commercial enterprise by helping them build innovative, reliable and cost-effective technological solutions.

Culture

Our company culture is centered around serving our customers’ needs, doing excellent work, and always delivering VALUE. We share the load – if our customers don’t succeed, we don’t succeed either. We take pride in our professionalism, integrity, and work ethics.

Team

Quality of people is the greatest contributor to success of any business. That is why we always go to top talent for our projects no matter where they are. Over the years we have created a very effective distributed execution model based on the daily scrum, efficient telecommunication, and consistent accountability.


“We have used VLABS for our big data and software development projects. We worked closely with a VLABS Data Scientist to build a foundation for our big data analytics model. The VLABS team has been instrumental in providing business and technical leadership to meet our project needs.”

 

Don Schrenk, Sr. Partner, Data in Science Technologies

Leadership

Vlabs was founded by Oleg Sinitsin with the main goal to guide businesses to faster and better Big Data product delivery. Prior to Vlabs, Oleg had spent 6 years running his professional practice focused on agile product development. During the first half of his career, Oleg worked for Equifax, KPMG, and Novell. He holds a Master’s degree in Computer Science from Auburn University and a BBA degree from Bryan College.

Oleg Sinitsin

Founder & CEO

Contact Us

We are a distributed team headquartered in Atlanta, GA. To get in touch with us, please fill out the Contact Form. Someone on our team will respond to you shortly.

Vlabs

7742 Spalding Drive #359

Norcross, GA 30092