cv

Master of Science

BRAC University

Computer Science

Bachelor of Science

BRAC University

Computer Science

• Thesis: Unsupervised Semantic Segmentation for Localization of WetLand Area Fluctuations (Supervisor: Md. Golam Rabiul Alam, PhD)

Vice President

Computer Vision and Intelligent Systems Research Lab (CVIS Lab), BRAC University

Organized and facilitated hands-on training for undergraduates on ML/DL model development with curated datasets and end-to-end project guidance.

Research Assistant

BRAC University

Conducting research under Prof. Dr. Md. Golam Rabiul Alam in computer vision, deep learning, and AI. Contributions include segmentation, object detection, AI-driven analysis, and mentoring.

• Presented at ICCIT 2024
• Collaborated on IEEE Access publication
• Mentored junior researchers

Student Tutor

BRAC University

Tutored MAT 110: MATH I Differential Calculus and Co-ordinate Geometry students, providing tailored support.

Student Tutor

BRAC University

Tutored PHY 111: Principles of Physics I students in physics concepts.

MRI Segmentation with U-Net (MobileNetV2 Encoder)

Lightweight medical image segmentation pipeline with preprocessing, U-Net + MobileNetV2 encoder, BCE+Dice loss, and visualization.

• Medical imaging
• PyTorch
• Dice/IoU evaluation

Ship Detection in Aerial Images Using YOLOv10

YOLOv10-based ship detection with curated dataset, DataLoader, and hyperparameter tuning.

• YOLOv10
• Object detection

Predicting Wildfires Using Machine Learning Models

Regression and neural network models for wildfire prediction using historical datasets.

• Disaster prevention
• Environmental protection

Intended Sarcasm Detection in English

NLP project for sarcasm detection in English text using bias-reduction strategies.

• Sentiment analysis
• NLP

SoundTrove: A Musical Instrument Rental Platform

Laravel + MySQL platform for musical instrument rentals with full-stack features.

• Laravel
• Team project

Q-learning based Automated Message Multicast in Gossip Protocol for Node Confirmation in IOTA Tangle

ICCIT 2024

Accepted at the 27th International Conference on Computer and Information Technology.

A Real-Time ETP Outlet Monitoring Framework Leveraging Environmental IoT, Colorimetry, and Learning Theory

IEEE Access

Accepted in IEEE Access.

GeoSemantic Flux: Unsupervised Semantic Segmentation for Localization of Wetland Area Fluctuations

IEEE JSTARS

Submitted for journal review.

Generative AI Meets Responsible AI and Affective Computing

ICMCEL 2025

Submitted for conference review.

Biologically Plausible Learning for NLP Using Spiking Neural Networks

ICMCEL 2025

Submitted for conference review.

Wildfire Scale Prediction Using Regression and Neural Network Models

ICMCEL 2025

Submitted for conference review.

A Diversiform Brain Tumor Classification Leveraging Hybrid Recursive MRI Enhancement

Biomedical Signal Processing and Control

Submitted for review.

A Comprehensive Review on Statistical and AI-Driven Approaches for Time-Series

SN Computer Science

Submitted for review.

A Systematic Review on Machine Learning Paradigms

PeerJ Computer Science

Submitted for review.

Explainable Multimodal Fusion for Breast Carcinoma Diagnosis

Clinical Imaging

Submitted for review.

First Runner Up - NLP Hackathon Bangladesh

NLP Hackathon

Built XLM-RoBERTa and RandomForest models for Named Entity Recognition task.

Merit Scholarship

BRAC University

Awarded Summer 2021 – Spring 2024 for academic performance.

Best Technical Presentation - ICCIT 2024

ICCIT 2024

Awarded Best Technical Presentation of the Session.

Best Thesis Award

BRAC University

Recognized for outstanding undergraduate thesis.