Research Interests

Multimodal and Foundation Models
Large Language Models (LLMs)
Vision-Language Models (VLMs)
Visual Representation Learning
Multimodal Representation Learning
Efficient and Resource-Constrained AI
Efficient Deep Learning Architectures
Model Compression and Optimization
Low-Resource and Multilingual Language

Education

BANGLADESH UNIVERSITY
January 2020 - December 2023
Bachelor of Science
Department of Computer Science & Engineering
GPA: 3.66 out of 4.00

Thesis: A Sophisticated Feature Vectorization-Based Stacked Machine Learning Approach for Fake News Detection in Bangla and English.

Research Experience

RESEARCH ASSISTANT
May 2023 - July 2026
Bangladesh University

  • Collected, processed, and analyzed datasets to support machine learning research.

  • Designed and implemented machine learning models for research projects in NLP and computer vision.

  • Conducted literature reviews and wrote several research papers.

  • Served as corresponding author for multiple research papers, handling reviewers' responses and revisions.

  • Mentored three undergraduate research groups in research methodology and manuscript preparation.

  • Collaborated and coordinated with faculty, researchers, and students from different universities and countries.

Conference Presentations

Oral at ICCIT-25
TransCNN: A Hybrid CNN-Transformer Synergy for Reliable Deepfake Forensics
December, 2025
Cox's Bazar, Bangladesh
Oral at ECAI-25
Social Media Sentiments Analysis on the July Revolution in Bangladesh: A Hybrid Transformer Based Machine Learning Approach
June, 2025
Bucharest, Romania
Oral at QPAIN-25
Jellyfish Species Identification: A CNN Based Artificial Neural Network Approach.
August, 2025
Rangpur, Bangladesh
Oral at ECCE-25
A Hybrid Machine Learning Approach Utilizing CNN Feature Extraction with Traditional Classifiers to Identify Strawberry Leaf Diseases
January, 2025
Chittagong, Bangladesh
Oral at ICCIT-24
An Explainable AI Driven Machine Learning Approach for Maternal Health Risk Analysis
December, 2024
Cox's Bazar, Bangladesh

Awards & Honors

Best Presentation Award
27th International Conference on Computer and Information Technology
December, 2024
1st Runner Up - Project Showcasing
Robo Carnival, Bangladesh University of Engineering & Technology
January, 2023

Professional Skills

Programming Languages
Python90%
C70%
C++55%
HTML60%
Java50%
SQL50%
Python Libraries
Pandas90%
NumPy85%
Matplotlib70%
PyTorch80%
TensorFlow/Keras85%
SciKit Learn75%
Hugging Face80%
Software Tools
Microsoft Office90%
Git & GitHub60%
Latex95%
VS Code80%
Mendeley90%
Adobe Ps50%