Projects Experience

Innovative solutions in AI, Machine Learning, Computer Vision, and Software Development

10+

Projects

5+

Technologies

3+

Years Experience

Featured Project

Multimodal Rumor Detection Project

AI Deep Learning Research

Multimodal Rumor Detection

2024 - 2025

Semantic Discrepancy and Hierarchical Reasoning for Multimodal Rumor Detection. An innovative framework for detecting rumors by analyzing inconsistencies across text and image modalities.

Python Deep Learning PyTorch NLP Computer Vision

Research Paper View Code

All Projects

Academic Search Engine Module

Academic Search Engine Module

2024 - 2025

An Intelligent Search Engine Module for Academic Networks designed to index academic content and support efficient retrieval for research networks.

Python Flask TF-IDF

Tiny Object Detection Study

Tiny Object Detection Study

2023 - 2024

In-Depth Study of Tiny Object Detection Using Deep Learning. Investigated methods for detecting small objects in complex scenes using multi-scale feature fusion.

YOLOv5/v8 PyTorch OpenCV

Network Anomaly Classification

Network Anomaly Classification

2023

Built classifiers to detect anomalous network patterns using statistical and machine learning techniques. Improved detection recall through feature engineering.

Python Machine Learning Data Analysis

House Rent Price Prediction

House Rent Price Prediction

2022

Collected and preprocessed housing data to train regression models for predicting rent prices in Dhaka. Evaluated feature importance and provided actionable insights.

Python Pandas scikit-learn

Image Content Review System

Image Content Review System

2021

Developed an image content review system based on deep learning object identification. Identifies unwanted images from real-time videos using object detection.

Python Deep Learning Object Detection

Credit Card Fraud Detection

Credit Card Fraud Detection

2020

Developed a machine learning system to identify fraudulent transactions by applying classification algorithms and feature engineering techniques.

Python Machine Learning Data Analysis

Enterprise Web Applications

Enterprise Web Applications

2019 - 2020

Developed Spring-based Web Applications, SpringBoot, and Spring MVC projects for enterprise use cases and academic demonstrations.

Java Spring MVC SpringBoot

No projects match your search criteria

Technologies I Work With

AI & Machine Learning

TensorFlow

TensorFlow

PyTorch

PyTorch

scikit-learn

scikit-learn

OpenCV

OpenCV

Programming Languages

Python

Python

Java

Java

JavaScript

JavaScript

C++

C++

Data & Backend

MySQL

MySQL

Spring

Spring

Flask

Flask

Pandas

Pandas

My Project Approach

1

Research & Problem Definition

Thoroughly researching the problem domain and clearly defining project goals and requirements to establish a solid foundation.

2

Data Collection & Analysis

Gathering relevant data, performing exploratory analysis, and preparing datasets for model training and validation.

3

Model Development

Designing and implementing machine learning models or algorithms, with iterative testing and refinement.

4

Evaluation & Optimization

Rigorously evaluating performance, identifying weaknesses, and optimizing for better accuracy and efficiency.

5

Documentation & Knowledge Sharing

Creating comprehensive documentation and sharing findings through publications, presentations, or open-source contributions.

Have a Project Idea?

I'm always interested in collaborating on innovative projects in AI, machine learning, and software development. Let's discuss how we can work together!