基本信息
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Career Trajectory
Bio
MACHINE LEARNING TECH STARTUP FOUNDER: In 2013, Dr. Kaufhold founded and personally bootstrapped Deep Learning Analytics, an Arlington, Virginia-based machine learning startup that was acquired in 2019. Dr. Kaufhold was recognized as the SCORE Success Story of the Year in 2019.
RECORD REVENUE GROWTH: Deep Learning Analytics was the fastest growing company by revenue in Arlington in 2015 (fastest to $500k), 2016 (fastest to $500k-$1.5M) and 2017 (fastest to $1.5M-$5M).
INNOVATIVE RESEARCH: Deep Learning Analytics outcompeted some of the largest companies in the world to win revolutionary machine learning research work sponsored by DARPA. Deep Learning Analytics was issued three patents under Dr. Kaufhold’s leadership.
MOBILE ON-DEVICE PRODUCT INNOVATION: As part of its DARPA work demonstrated to be the top performer in North America in 2017, Deep Learning Analytics developed an on-device Android app that recognized over 5,000 species of living things from a photo using only the device in airplane mode—no Internet connection was necessary.
MACHINE LEARNING LEADERSHIP: As part of some of its work for DARPA, Deep Learning Analytics outperformed machine learning teams at Baidu and Facebook on international machine learning competitions, some of which it published in the Washington Academy of Sciences Journal. Dr. Kaufhold was recognized with the Leadership in Computer Science award by the Washington Academy of Sciences in 2019.
MACHINE LEARNING TALENT LEADERSHIP AND DIVERSITY: Deep Learning Analytics’s staff were recognized twice as the best data scientists in the DC metro region by DC FemTech. Deep Learning Analytics maintained a 0% staff attrition rate over its seven years as a startup, and at acquisition time was composed of 50% staff identifying as men.
FORTUNE 100 DIRECTOR OF ENGINEERING LEADERSHIP: Post acquisition, Dr. Kaufhold continued to lead the organization as director of engineering at General Dynamics Mission Systems, doubling its staff.
RECOGNIZED RESEARCH AND DEVELOPMENT LEADER: Dr. Kaufhold began his machine learning career in speech recognition in 1993. He was named a Whitaker Fellow (1 of 30 in the US in 1995), an SAIC Technical Fellow (fewer than 0.25% of staff in 2011), a Fellow of the Washington Academy of Sciences (2019), and an Engineering Fellow of General Dynamics Mission Systems (fewer than 30 staff of >10,000 employees in 2020). Dr. Kaufhold is an author of >40 peer-reviewed publications and named inventor on >20 patents. According to Google Scholar, Dr. Kaufhold’s H-index is 24, with over 2,600 citations of his work.
Research Interests
Papers共 50 篇Author StatisticsCo-AuthorSimilar Experts
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mag(2013)
Cited24Views0Bibtex
24
0
David Kleinfeld,Arjun Bharioke,Pablo Blinder,Davi D Bock,Kevin L Briggman,Dmitri B Chklovskii,Winfried Denk,Moritz Helmstaedter,John P Kaufhold,Wei-Chung Allen Lee,Hanno S Meyer,Kristina D Micheva,Marcel Oberlaender,Steffen Prohaska,R Clay Reid,Stephen J Smith,Shinya Takemura,Philbert S Tsai,Bert Sakmann
mag(2010)
Cited54Views0Bibtex
54
0
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Author Statistics
#Papers: 46
#Citation: 2022
H-Index: 23
G-Index: 40
Sociability: 5
Diversity: 1
Activity: 0
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