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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.

15+ Research Papers
500+ Citations
8 Conferences
3 Awards

Research Areas

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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
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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
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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
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Data Science

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

Big Data Analytics Visualization
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Healthcare AI

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

Medical AI Diagnostics Bioinformatics
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AI Ethics & Security

Ensuring AI systems are fair, transparent, and secure. Research on bias detection, explainable AI, and adversarial machine learning.

AI Ethics Explainable AI Security

Recent Publications

Deep Learning Approaches for Medical Image Analysis: A Comprehensive Survey

Refat Pasha, John Smith, Sarah Johnson

IEEE Transactions on Medical Imaging, 2024

This paper presents a comprehensive survey of deep learning techniques applied to medical image analysis, covering recent advances in convolutional neural networks, attention mechanisms, and transfer learning approaches...

Explainable AI for Healthcare: Bridging the Gap Between Accuracy and Interpretability

Alice Brown, Refat Pasha, Michael Davis

Nature Machine Intelligence, 2024

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

Federated Learning for Privacy-Preserving Medical Data Analysis

Refat Pasha, Emily Chen, Robert Wilson

Proceedings of ICML 2023

This work introduces a federated learning framework that enables collaborative medical research while preserving patient privacy through differential privacy techniques...

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.

RP
Refat Pasha
Software Developer & Researcher
50+ Projects
3+ Years Experience
10+ 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 PostgreSQL Linux

Featured Projects

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

🌐
Completed

E-Commerce Analytics Dashboard

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

React D3.js Node.js PostgreSQL
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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
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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
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Completed

Project Management Platform

Full-stack project management solution with team collaboration, task tracking, and automated reporting features.

Vue.js Express.js MongoDB Socket.io
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Open Source

Developer Tools Library

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

TypeScript React Jest Rollup

🐙 GitHub Statistics

50+ 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

📱
📍

Location

Dhaka, Bangladesh

🕒

Availability

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

💬 Send a Message