Experience

  1. Graduate Research Assistant

    Georgia Southern University
    • Develop NLP methods for analyzing clinical and mental-health discourse, including LLM-based classification and contextual annotation.
    • Build computational pipelines for cryo-EM/cryo-ET structure analysis, model-map validation, and filament or secondary-structure characterization.
    • Prepare datasets, experiments, publications, and research presentations in interdisciplinary collaborations.

  2. Research Intern

    Center for Computational & Data Sciences, Independent University, Bangladesh
    • Conducted research in Bangla NLP, text classification, graph neural networks, and compact language models.
    • Built and evaluated reproducible machine-learning pipelines and contributed to peer-reviewed publications.

  3. Teaching Assistant, Data Structures

    Independent University, Bangladesh
    • Prepared course materials and visual explanations of core data structures.
    • Supported students through programming tutorials and managed course communication.

  4. Sports Secretary

    Bangladesh Student Association, Georgia Southern University
    • Organize sports activities and support student engagement through teamwork and community events.

Education

  1. M.S. in Computer Science

    Georgia Southern University
    Graduate research in clinical and social NLP, large language model evaluation, and computational analysis of cryo-EM/cryo-ET data.

  2. B.Sc. in Computer Science and Engineering

    Independent University, Bangladesh

    GPA: 3.78/4.00

    Thesis: BaTEClaCor: A Novel Dataset for Bangla Text Error Classification and Correction.

    Read Thesis
Technical Skills
Research & Engineering
Python

Scientific computing, data pipelines, automation, and machine learning.

NLP & LLMs

Text classification, prompting, fine-tuning, annotation, and evaluation.

Deep Learning

PyTorch, TensorFlow, Keras, CNNs, and segmentation architectures.

Scientific Image Analysis

Cryo-EM/cryo-ET maps, ChimeraX workflows, 3D segmentation, and geometric analysis.

Data Science

Pandas, NumPy, scikit-learn, statistical analysis, and visualization.

Research Communication

LaTeX, technical writing, presentations, and reproducible documentation.

Awards & Scholarships
Allen E. Paulson Student Scholarship Endowment
Georgia Southern University ∙ May 2026
Awarded in recognition of academic merit and continued graduate study in Computer Science.
Merit Scholarship
Independent University, Bangladesh ∙ May 2023
Merit-based tuition support received during undergraduate study.
Vice Chancellor’s and Dean’s Honor Lists
Independent University, Bangladesh ∙ November 2023
Multiple academic distinctions for consistently strong undergraduate performance.
Languages
100%
Bangla
90%
English
50%
Hindi
25%
French