Published in ACM TKDD, ICDM Workshops, PAKDD, etc., with over 200 citations. Specific papers include 'Rel-HNN: Split Parallel Hypergraph Neural Network for Learning on Relational Databases', 'Hyperedge Anomaly Detection with Hypergraph Neural Network', etc.
Research Experience
Lecturer [2023-Present], Department of Computer Science and Engineering, University of Dhaka, Bangladesh. Courses Taught: Data Structures and Algorithms, Multivariable Calculus and Geometry, Numerical Methods, etc. Lecturer [2022-2023], Department of Computer Science and Engineering, East West University, Bangladesh. Courses Taught: Web Programming, Advanced Database Systems, Computer Architecture.
Education
Master of Science [2020 - 2022], Department of Computer Science and Engineering, University of Dhaka, Bangladesh, GPA: 4.00/4.00 (Ranked 1st). Bachelor of Science [2016 - 2019], Department of Computer Science and Engineering, University of Dhaka, Bangladesh, GPA: 3.96/4.00 (Ranked 1st).
Background
Currently working as a lecturer in the Department of Computer Science and Engineering at the University of Dhaka, Bangladesh. Interested in developing efficient methods for machine learning systems and data-centric algorithms. Broad goal is to contribute to enhancing the accessibility and democratization of AI through research. Current research focuses on designing high-throughput, resource-aware, and distributed approaches for training and serving large language models (LLMs).