M Tanjid Hasan Tonmoy

M Tanjid Hasan Tonmoy

About me

Hi, I am Tanjid Hasan Tonmoy. I am currently working as a research assistant at Artificial Intelligence and Cybernetics Lab Independent University, Bangladesh. I am also working as an associate Software Engineer, Machine Learning at Therap (BD) Ltd. I have recieved my bachelor’s degree in Computer Science and Engineering from University of Dhaka.

News

  • [February 2021] Paper “Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition” (preprint) accepted for publication in PAKDD 2021.
  • [August 2020] Attended the virtual European Conference on Artificial Intelligence (ECAI 2020) and presented our paper (link to video)
  • [February 2020] Started working at Therap (BD) Ltd. as Associate Software Engineer, Machine Learning
  • [February 2020] Started working at AGenCy Lab, Independendent University Bangladesh as Research Assistant
  • [January 2020] Paper “Human Activity Recognition from Wearable Sensor Data Using Self-Attention” accepted for publication at European Conference on Artificial Intelligence (ECAI 2020)
  • [January 2020] Defended undergraduate thesis.

Publications

  1. Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition
    M. Tanjid Hasan Tonmoy*, Saif Mahmud*, A K M Mahbubur Rahman, M Ashraful Amin, Amin Ahsan Ali, in Proceedings of the 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-2021), Springer, May 2021.

  2. Human Activity Recognition from Wearable Sensor Data Using Self-Attention
    Saif Mahmud*, M. Tanjid Hasan Tonmoy*, Kishor Kumar Bhaumik, A K M Mahbubur Rahman, M Ashraful Amin, Mohammad Shoyaib, Muhammad Asif Hossain Khan, Amin Ahsan Ali, in Proceedings of the 24th European Conference on Artificial Intelligence‚ ECAI 2020, IOS Press, Sep 2020.

  3. GRU -based Attention Mechanism for Human Activity Recognition
    Md Nazmul Haque, M. Tanjid Hasan Tonmoy, Saif Mahmud, Amin Ahsan Ali, Muhammad Asif Hossain Khan, and Mohammad Shoyaib, 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), IEEE, May 2019

Education

  • B.Sc. in Computer Science and Engineering,
    University of Dhaka [January 2016 - January 2020]
    Dhaka, Bangladesh
    CGPA: 3.83 (On a scale of 4.0)

Research Experience

  • Research Assistant [February 2020 - Present]
    Artificial Intelligence and Cybernetics Lab, Independent University, Bangladesh (AGenCy Lab @ IUB)
    Dhaka, Bangladesh

Industry Experience

  • Software Engineer, Machine Learning [ February 2020 - Present]
    Therap (BD) Ltd.
    Dhaka, bangladesh