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rudradcruze/README.md

💫 About Me 💫

I specialize in AI-driven software development, deep learning, and medical image processing, with a strong focus on explainable AI (XAI), feature selection, and scalable AI architectures. My expertise extends to bioinformatics, AI-powered IoT systems, and intelligent automation, where I build high-performance AI applications for real-world challenges.

Currently, I am working as an AI Software Engineer at DIU AI Research Lab, where I develop AI-powered solutions, manage research-driven projects, and optimize AI systems for scalability and efficiency. Additionally, I serve as a Research Assistant at the Centre for Advanced Machine Learning and Applications (CAMLAs), contributing to cutting-edge research in medical AI, computational biology, and feature selection techniques.

With a deep background in software engineering, I develop scalable AI-driven platforms using FastAPI, PyTorch, and React, optimizing AI inference pipelines, real-time data processing, and cloud-based AI systems. My work integrates computer vision, medical AI, and feature engineering to improve model interpretability and efficiency.

🔥 Key Areas of Expertise 🔥

Medical AI & Bioinformatics AI for oncology research, whole-slide image (WSI) processing, and AI-assisted diagnostics.
Software Development & AI Systems Architecting scalable AI software solutions with FastAPI, React, and cloud services.
AI & IoT Integration Developing AI-powered IoT systems for smart automation and real-time analytics.

🌐 Connect With Me 🌐

Facebook Instagram LinkedIn YouTube Gmail

Expertise Matrix

🤖 AI/ML 🔌 IoT 🔬 Research 💻 Development
Computer Vision Embedded Systems Medical Imaging Full-stack Apps
Deep Learning Sensor Networks Bioinformatics Cloud Solutions
Neural Networks Edge Computing Algorithm Design Mobile Development
NLP Smart Agriculture Data Analysis API Integration

Achievements

trophy People's Choice Award
3MT (3-minute thesis) competition organized by Daffodil International University

Publications

Conference

Research Cruze, F. R. D., Hosen, M. F., Ali, M. S., Mollah, M. S. H., Uddin, M. S., & Morshed, M. (2024, October). Unveiling Fake News with an Attention-Based CNN Model Using Hybrid Features. In 2024 2nd International Conference on Information and Communication Technology (ICICT) (pp. 41-45). IEEE.
ResearchGate

Tech Stack

🔵 Programming Languages

Python JavaScript Java Dart C C++ R PHP HTML5 CSS3 SASS TypeScript Markdown

🔴 Frameworks & Libraries

TensorFlow Keras PyTorch React Flutter FastAPI NumPy Pandas Bootstrap

🔷 Databases & Cloud

PostgreSQL SQLite Firebase AWS Vercel

🔶 Software & Tools

Visual Studio Code Android Studio Jupyter Git Docker Postman Figma

GitHub Stats

Contribution Graph

GitHub Trophies

GitHub Trophies
github contribution grid snake animation

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