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Work Experiences

28th June 2022 – Present

Assistant Professsor, Dept. of CSE, University of Dhaka

04th September 2019 – 27th June 2022

Lecturer, Dept. of CSE, University of Dhaka

30th April 2018 – 3rd September 2019

Lecturer, Dept. of CSE, East West University

1st March 2016 – 25th May 2016

Software Engineer, Enosis Solutions BD

Academic Background

M.S. in CSE (2016)
Department of Computer Science & Engineering
University of Dhaka
B.Sc. in CSE (2015)
Department of Computer Science & Engineering
University of Dhaka

Receiving Dean’s Award from honorable Vice Chancellor of Dhaka University

Dean's award 2015
faculty of engineering and Technology
University of Dhaka

Professor Dr. Md. Lutfar Rahman Award 2015

for securing highest CGPA in Bachelor of Science examination of 2015 in Computer Science and Engineering (Receiving from sir himself)

Research Interests

  • Pattern Mining (Graph, Sequence, Stream, Weight Constraints)
  • Automatic Speech Recognition (Bangla)
  • Speech Synthesizer (Bangla)
  • Question Answering system (Bangla)
  • Lemmatizer (Bangla)
  • PoS-Tagger (Bangla)

Publications

  • Weighted Frequent Sequential Pattern Mining (Applied Intelligence Journal 2021, Springer)
  • BaNeL: an encoder-decoder based Bangla neural lemmatizer (SN Applied Sciences Journal 2022, Springer)
  • BaNeP: An End-to-End Neural Network Based Model for Bangla Parts-of-Speech Tagging (IEEE Access Journal 2022, IEEE)
  • UGMINE: Utility Based Graph Mining (Applied Intelligence Journal 2022, Springer)
  • WFSM-MaxPWS: An Efficient Approach for Mining Weighted Frequent Subgraphs from Edge-Weighted Graph Databases (PAKDD 2018, Springer)
  • WeFreS: Weighted Frequent Subgraph Mining in a Single Large Graph (ICDM 2019, Ibai)
  • An Efficient Approach for Sequential Pattern Mining on GPU Using CUDA Platform (ISMSIT 2020, IEEE)
  • Factoid Question Answering over Bangla Comprehension (ISMSIT 2020, IEEE)
  • An Efficient Approach for Mining Weighted Frequent Patterns from Data Stream (INCET 2021, IEEE)
  • eLearn++: An effective Incremental Learning Approach for Brain Tumor Detection (INCET 2021, IEEE)
  • Weighted Clickstream Mining Using Pre-order Linked Web-Access Pattern Tree (INCET 2021, IEEE)
  • Mining High Utility Subgraphs (ICDMW 2021, IEEE)