Join Club

Deep Learning Analytics Named Arlington ‘Fast Four’ Company for Third Year in a Row

Startup Monday header

Sponsored by Monday Properties and written by ARLnow.com, Startup Monday is a weekly column that profiles Arlington-based startups and their founders, plus other local technology happenings. The Ground Floor, Monday’s office space for young companies in Rosslyn, is now open. The Metro-accessible space features a 5,000-square-foot common area that includes a kitchen, lounge area, collaborative meeting spaces, and a stage for formal presentations.

(Updated at 12:05 p.m.) John Kaufhold had been working at NIH doing deep learning research, but realized he’d be better off working on his own.

So he quit his job in May of 2013 and began Deep Learning Analytics, which is currently based in Rosslyn, just a month later.

Deep learning finds patterns in data. Some examples of deep learning and artificial intelligence are Siri, when the technology learns a user’s voice and transcribes his or her words, and self-driving cars that learn roads and driving patterns over time.

At Deep Learning Analytics, data scientists specifically focus on the content of images, Kaufhold said. In other words, they find things in images and say what they are.

“You can do that in medical, supply chain management, you can do that in biology, you can do that in defense applications. So there are plenty of applications where you can get a lot of economic value from you have an image and then you have to say what’s in it,” Kaufhold said.

Some of the first projects Deep Learning Analytics worked on included analyzing combat casualty care and predicting school dropouts for Arlington Public Schools.

One of the biggest and most surprising projects the startup won was a government program by the Defense Advanced Research Projects Agency (DARPA) on analyzing radar images. DARPA was having a problem looking at radar images and could not get past a longstanding benchmark. Research into the problem had been abandoned for years. But then Kaufhold approached the project manager at DARPA proposing that deep learning could help.

So Deep Learning Analytics sent a proposal and within six weeks they were significantly outperforming the state of the art. As a result, they were awarded $6 million for the project and had beat out major government contractors such as Boeing, Raytheon, Northrop Grumman and Lockheed Martin and only two people including Kaufhold worked on the proposal.

“It was really unusual that two people could write a proposal for a $6 million program and win it,” Kaufhold said. “It’s also crazy that not only did we win that we then won the next phase while competing the companies that should have been able to outperform us.”

In July 2017, Deep Learning Analytics was awarded another $6 million for the second phase of the project. Now the startup has gone from 2 employees in 2014 to 12 today.

In November, for the third year in a row, the startup was named the one of the county’s “Fast Four” fastest growing companies by Arlington Economic Development.

“It’s great to be recognized for our growth and it also speaks to Arlington as a place to grow a small business like ours especially in a space that’s really hard to recruit in, it’s really hard to find good data scientists and talent that can do things like deep learning and artificial intelligence,” Kaufhold said.

While Kaufhold said he’s honored by the recognition, he said there isn’t enough credit given to Deep Learning Analytics for its diversity. The startup currently has six men and six women on its team.

“That’s something I wish were recognized more in the Washington, D.C. area. I think we could be a better public beacon of that kind of leadership of women in this region,” he said.

Recent Stories

Good Tuesday evening, Arlington. Today we published articles that were read a total of 42526 times… so far. 📈 Top stories The following are the most-read articles for today —…

Two local chefs have been named semifinalists for a prestigious James Beard award.

The Ballston and East Falls Church Metro stations are among those set to be impacted by a multi-week closure starting in June.

Fairlington author Amina Luqman-Dawson has received two awards for her novel, “Freewater.” The middle-grade book about a secret community of formerly enslaved people living in the wilderness received both the…

Need help dealing with anxiety, depression or stress?

If you’re struggling to cope with anxiety, depression or stress, our virtual psychotherapy services can help. We offer a confidential and convenient service that’s tailored to your needs.

In our practice, cognitive behavioral therapy (or CBT) is an important tool we use to provide effective relief for those facing anxiety and depression. We believe that cognitive change can be used to improve behaviors and emotions, thus allowing you to achieve mental wellness. By understanding the cognitive distortions that lead to negative thought patterns, we are able to create interventions tailored to each of our clients. This empowering approach can help you gain control of how your own thoughts, beliefs, and behaviors impact your experience. With CBT, our service provides an effective treatment that can bring long-term change and mental stability.

Book a free consultation today and see how we can help you live a happier and healthier life.

Read More

Submit your own Announcement here.

St. Charles offers a play-based curriculum in a welcoming, Christ-centered environment.

Our program focuses on socio-emotional development and kindergarten readiness through hands-on and engaging activities. Our programs offer different schedules ranging from 7:30 am-5:30 pm for students, ages 2-5. We feature a full-day Jr. kindergarten class for older 4’s/5’s. Our facility includes a full-sized gymnasium, school chapel, and library. All of our students enjoy music and physical education weekly. Children have an opportunity to participate in enrichment classes such as soccer, basketball, ballet, and science.

We offer Summer Camp with weekly themes and twice a week water play, including Fun Friday moon bounce. Please join us for our Open House Feb. 3 at 9:30 am and 11:00 am. Click here to sign-up.

For more information or to schedule a tour, visit us at www.stcharlesarlington.org or call (703) 527-0608.

Submit your own Announcement here.

Almost, Maine

Just in time for Valentine’s Day, join us for a series of vignettes that revolve around the theme of love. Taking place in an almost-town called Almost, Maine, we will show you different, but important, facet of love in each

First-time Moms Meet & Greet

The truth, your first pregnancy and new mom months are full of twists and turns, ups and downs, and lots of questions! None of us really know the best way to do it – we just figure it out, together…

×

Subscribe to our mailing list