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refat pasha

Software Developer, Researcher
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Research & Publications

Exploring the intersection of artificial intelligence, machine learning, and real-world applications to solve complex problems and advance scientific knowledge.

3+ Research Papers
100+ Citations
3+ Conferences
5+ Awards

Research Areas

🤖

Artificial Intelligence

Developing intelligent systems that can learn, reason, and make decisions. Focus on machine learning algorithms, neural networks, and cognitive computing.

Machine Learning Deep Learning Neural Networks
🧠

Natural Language Processing

Enabling computers to understand, interpret, and generate human language. Working on text analysis, sentiment analysis, and language models.

Text Mining Sentiment Analysis Language Models
👁️

Computer Vision

Teaching machines to interpret and understand visual information from the world. Applications in image recognition, object detection, and medical imaging.

Image Processing Object Detection Medical Imaging
📊

Data Science

Extracting insights from large datasets using statistical methods and machine learning. Focus on predictive analytics and data visualization.

Big Data Analytics Visualization
🏥

Healthcare AI

Applying AI technologies to healthcare challenges. Working on diagnostic systems, drug discovery, and personalized medicine solutions.

Medical AI Diagnostics Bioinformatics

Recent Projects

AI-Powered Acne-Detection System

Refat Pasha, Shoeb Akter Nafiz, Shafia Abedin Borna

Daffodil International University, Data Mining and Machine Learning project, 2025

Acne-Detect AI/ML is a machine learning project designed to automate the classification of facial skin images as either "acne" or "healthy." Leveraging advanced deep learning architectures such as ResNet50 and VGG19, the project enables rapid and reliable dermatological assessment through an accessible Streamlit web interface. The repository provides tools for model training, conversion (including TensorFlow Lite and Keras formats), and real-time prediction, with a focus on ease of deployment and further development. Aimed at educational and research use, Acne-Detect AI/ML demonstrates the application of modern AI frameworks to healthcare image analysis, promoting fast screening and potential integration into broader diagnostic tools.

📄 PDF 🔗 DOI 💻 Code 📊 Dataset

Explainable AI for Healthcare: (upcoming)

Refat Pasha,

DIU, 2025

We propose a novel framework for developing explainable AI systems in healthcare that maintains high accuracy while providing interpretable results for medical professionals...

📄 PDF 🔗 DOI 📈 Supplementary

Inventory Management System

Refat Pasha

Github Repositories

Inventory Management System is a full-stack web application designed to streamline the management of products, suppliers, and transactions for small to medium-sized businesses. Built with a Python Flask backend and a modern JavaScript frontend, the system features real-time dashboards, comprehensive CRUD operations, interactive analytics, and responsive design for an optimal user experience on both desktop and mobile devices. It provides robust tools for organizing inventory, monitoring stock levels with alerting, maintaining supplier databases, and generating actionable reports. With an emphasis on simplicity, performance, and extensibility, this project offers an efficient platform for businesses to centralize their inventory operations while remaining ready for future enhancements such as user authentication, multi-location tracking, and advanced analytics. The project is open source under the MIT License, inviting community contributions for continued growth and improvement.

📄 PDF 🎥 Video 💻 Code

Interested in Collaboration?

I'm always looking for opportunities to collaborate on exciting research projects. Whether you're a fellow researcher, industry professional, or student, let's explore how we can work together to advance the field of AI and machine learning.

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About Me

Passionate about creating innovative solutions through code and advancing the frontiers of technology through research.

👨‍💻 Software Developer

I'm a dedicated software developer with a passion for creating elegant, efficient, and user-centric applications. My journey in programming spans multiple languages and frameworks, allowing me to tackle diverse challenges from web development to mobile applications and beyond.

🔬 Researcher

As a researcher, I'm deeply invested in exploring the intersection of technology and real-world problems. My research interests include artificial intelligence, machine learning, and data science, with a focus on developing solutions that can make a meaningful impact on society.

🚀 Innovation Driven

I believe in the power of technology to transform lives and solve complex problems. Whether it's through developing cutting-edge applications or conducting groundbreaking research, I'm committed to pushing the boundaries of what's possible.

Refat Pasha profile photo
Refat Pasha
Software Developer & Researcher
50+ Projects
3+ Years Experience
3+ Research Papers

Skills & Expertise

💻 Programming Languages

Python JavaScript Java C/C++ Dart

🤖 AI & Machine Learning

TensorFlow PyTorch Scikit-learn OpenCV NLP Deep Learning

🛠️ Tools & Technologies

Git Docker AWS SQLite SQLalchemy Linux

Featured Projects

A showcase of my development work spanning web applications, mobile apps, AI/ML projects, and open-source contributions.

Project Image
Featured

AI-Powered Acne-Detection System

A comprehensive machine learning platform that assists healthcare professionals in medical diagnosis using deep learning models. Features include image analysis, symptom prediction, and treatment recommendations with 95% accuracy.

Python TensorFlow Streamlit Keras MongoDB Models
🚀 Live Demo 💻 Source Code 📄 Research Paper
Project Image
Completed

Inventory Management System

A comprehensive analytics dashboard for e-commerce and Inventory management system businesses with real-time sales tracking, customer insights, and predictive analytics.

Python JavaScript HTML CSS SQLalchemy
🚀 Live Demo 💻 GitHub
📱
Completed

Health Monitoring Mobile App

Cross-platform mobile application for personal health monitoring with AI-powered recommendations and wearable device integration.

React Native Firebase Python TensorFlow Lite
📲 App Store 💻 GitHub
🔍
In Progress

Natural Language Processing Toolkit

Open-source NLP toolkit with pre-trained models for sentiment analysis, named entity recognition, and text classification.

Python PyTorch Transformers FastAPI
📚 Documentation 💻 GitHub
💼
In Progress

Simple-Projects

lots of simple projects that I have done in my free time. These projects include various web applications, utilities, and tools that showcase my skills in different programming languages and frameworks.

Python pygames
💻 GitHub
🔧
Open Source

Developer Tools Library

Collection of utility functions and components for React developers. Includes hooks, components, and helper functions.

TypeScript React Jest Rollup
📦 NPM Package 💻 GitHub
🔧
Open Source

Scrapping

Collection of utility functions and components for Python developers. Includes scrapping components, and helper functions.

Python Selenium Webdriver Request ChromeDriver
📦 Took Packages 💻 GitHub

🐙 GitHub Statistics

25+ Repositories
1.2k+ Commits
25+ Contributors
500+ Stars

Get In Touch

Let's collaborate on exciting projects or discuss research opportunities. I'm always open to new challenges and innovative ideas.

📞 Contact Information

📧

Email

refatpasha567@gmail.com

📱

Phone

+880 1845 566 499

📍

Location

Dhaka, Bangladesh

🕒

Availability

Mon - Sun: 9:00 AM - 6:00 PM (GMT+6)

💬 Send a Message