No specific education background information provided.
Background
Focused on low-resource Bangla NLP, sequence models for time series, and explainable deep learning for medical and agricultural imaging. Values reproducibility and clarity: most projects ship with code, DOIs for datasets, and short READMEs so others can build on the work. Mentors undergraduate research teams and integrates practical tooling (Git/GitHub, CI, documentation) into teaching.
Miscellany
Teaches courses including Computer Fundamentals, Structured Programming, Discrete Math, Data Structures, Numerical Methods, Embedded Systems, etc.