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DEBANGA RAJ NEOG

Ph.D (UBC), B. Tech (IITG), CF (Nytilus INC.)

COMPUTER VISION AND MACHINE LEARNING RESEARCHER, ENTREPRENEUR

Who am I?

  • Assistant Professor in Mehta Family School of Data Science and Artificial Intelligence at Indian Institute of Technology Guwahati, India
  • Co-founder at Nytilus Inc., Toronto, a computational imaging startup for industrial applications. Raised seed investments from early stage VCs and Canadian industrial grants.
  • Ph.D. in Computer Science from The University of British Columbia (UBC), Vancouver, Canada.
  • B.Tech in Electronics and Communication Engineering from the Indian Institute of Technology Guwahati (IITG).
  • 12+ years of experience in leading academic and industrial projects in the areas of computer vision, computer graphics, and machine learning.
  • Recipient of Mitacs-INRIA Globalink Research Award and Four-Year Doctoral Fellowship at UBC.
  • 15+ in peer reviewed research papers in conferences and journals (Google Scholar).
  • Love to travel. 18 countries and counting.
  • I have also hosted several meetups related to language exchange and artificial intelligence in Canada and Europe.
  • I was featured in Entrepreneur Middle-East magazine.
  • Homepage: https://debanga.github.io
  • LinkedIn: https://www.linkedin.com/in/debanga/
  • Kaggle: https://www.kaggle.com/debanga

Research collaborations

  • 2016-2017: IMAGINE Lab, INRIA Grenoble Rhone-Alpes, France
  • 2011-2012: IMAGER Lab, UBC, Canada
  • 2011-2012: Iwahori Lab, Chubu University, Japan
  • 2010-2011: Computer Vision and Fuzzy Systems Lab, Hanyang University, South Korea
  • 2010-2012: Image Processing and Computer Vision (IPCV) Lab, IIT Guwahati, India

Broad areas of interest

  • Computer vision
  • Machine learning, in particular deep learning

Topics

  • Human face:
    • Face tracking and animation
    • Facial emotion recognition
    • Biomechanical modeling of human face
  • Industrial inspection
    • General object detection, classification, and segmentation
    • High dynamic range imaging
    • Polarization-based object defect detection
  • Others
    • Computer Graphics (Facial animation, facial muscle simulation)
    • AR/VR (Image-based scene capture for AR content generation)

Awrads

  • 2019: Selected to represent Nytilus INC. in MoveUp Acceleration Program in Belgium (raised 100K Euros)
  • 2018: Selected to represent Nytilus INC. in Techstars Acceleration Program in Dubai, U.A.E. (raised 120K USD)
  • 2016: Best Paper Award, the 21st International Conference on 3D Web Technology (Web3D '16)
  • 2016: Mitacs Globalink Research Award - INRIA, MITACS and UBC
  • 2012-2016: Four Year Doctoral Fellowship, University of British Columbia
  • 2013: Gordon Research Trainee Fellowship, Gordon Research Conference on Eye Movements
  • 2011: Japanese Research Merit Award, Inspec Inc. Japan

Debanga R. Neog, Ph.D.'s Projects

wtfml icon wtfml

WTFML: Well That's Fantastic Machine Learning

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

zidostreamer icon zidostreamer

Android app for live streaming of HDMI input on Zidoo X9 and Tronsmart Pavo M9 compatible TV boxes

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