Home — Tashreef Muhammad

What I work on

Bangla NLP (low-resource) Transformers LLMs Time-series modeling XAI ViT Medical imaging Plant disease

Low-resource Bangla NLP — datasets & benchmarks (dialects, NER, hate speech).
Sequence modeling for time series — transformers/time2vec (finance).
Explainable AI for imaging — ViT / transfer learning + interpretability.

About

I’m a Lecturer (CSE, Southeast University) focused on low-resource Bangla NLP, sequence models for time series, and explainable deep learning for medical/agricultural imaging. I value reproducibility and clarity: most projects ship code, DOIs for datasets, and short READMEs so others can build on the work. I also mentor undergraduate research teams and integrate practical tooling (Git/GitHub, CI, documentation) into teaching.

Experience

Lecturer, CSE Oct 2022–Present

Southeast University, Dhaka

Supervise UG research in NLP, time-series, and XAI; publishable results with open code/data.
Course infrastructure: hands-on Git/GitHub, documentation; practical coding walkthroughs.

Adjunct Faculty Feb 2022–Sep 2022

Ahsanullah University of Science and Technology (AUST), Dhaka

Taught software development (MVC, C#), advised projects.

IT Intern Dec 2021–Feb 2022

Akij Assets Limited, Dhaka

ERP feature modules (requirements → release); secure report generation; third-party API integration.

Featured

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Publications (selected)

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Datasets

Teaching

Southeast University — Computer Fundamentals · Structured Programming · Discrete Math · Data Structures · Numerical Methods · Embedded Systems

Student work gallery: Numerical Methods (22 teams)