Skip to content
View rinviriti's full-sized avatar
🎯
Focusing
🎯
Focusing
6 followers · 6 following

Highlights

  • Pro

Block or report rinviriti

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
rinviriti/README.md

👋 Hi, I'm Rinvi Jaman Riti

AI Researcher • IEEE Author • Flutter Developer • Medical Imaging Enthusiast

Final-Year Computer Science & Engineering Student at Daffodil International University, Bangladesh.

Passionate about Artificial Intelligence, Deep Learning, Computer Vision, Medical Imaging, Explainable AI (XAI), and Mobile Application Development, with a strong interest in building AI systems that solve real-world healthcare problems.


🚀 Featured Projects

Project Description Live Demo
🎓 EduShield AI Explainable Student Dropout Risk Prediction using Ensemble Machine Learning, SHAP, and an Interactive Streamlit Dashboard 🌐 Try EduShield AI
🩺 SkinGuard XAI End-to-End Explainable Skin Lesion Classification using MobileNetV2 and Grad-CAM 🤗 Try SkinGuard XAI
🤖 ResearchMate AI AI-powered Research Assistant for Literature Review, Paper Analysis and Structured Research Reporting 🌐 Try ResearchMate AI
📱 MobileSkinXAI Explainable Mobile AI Framework for Skin Cancer Screening (Thesis Project) 🚧 In Progress
📚 AI & Machine Learning Learning Journey Practical AI portfolio containing 70+ notebooks from Python Fundamentals to Medical AI 💻 GitHub Repository

🔭 Current Focus

  • 🩺 Building MobileSkinXAI — an explainable mobile framework for skin cancer screening
  • 🤖 Advancing ResearchMate AI for AI-assisted academic research and scientific writing
  • 🧠 Researching Explainable AI (XAI) for trustworthy medical image analysis
  • 📱 Deploying lightweight AI models on mobile devices using TensorFlow Lite and Flutter
  • 📚 Pursuing research and publications in Medical AI, Computer Vision, and Explainable AI

💻 Tech Stack

📚 Publications

IEEE ECCE 2025

🩺 Weather Data-Driven Dengue Risk Zone Prediction using Machine Learning Algorithms

🔗 https://doi.org/10.1109/ECCE64574.2025.11013910

🌡️ Predicting Heat Stroke Risk: A Clinical Decision Support System using Fuzzy Association Mining Approach

🔗 https://doi.org/10.1109/ECCE64574.2025.11012974

🚦 Traditional Art and Craft Item Recognition Using Deep Learning

🔗 https://doi.org/10.1109/ECCE64574.2025.11013395

🔬 Research Interests

  • 🩺 Medical Imaging
  • 🧠 Explainable AI (XAI)
  • 👁️ Computer Vision
  • 🤖 Deep Learning
  • 📱 Mobile Healthcare AI
  • 🔬 Medical Image Analysis

📊 GitHub Statistics

📈 Contribution Activity

🌍 Portfolio

🌐 Portfolio Website

https://sites.google.com/diu.edu.bd/rinvijamanriti

"Technology becomes meaningful when it improves lives."

⭐ Thank you for visiting my GitHub profile.

Pinned Loading

  1. ResearchMate-AI ResearchMate-AI Public

    A multi-agent AI research assistant that analyzes academic papers using agent skills, safety checks, and human-in-the-loop review.

    Python 1

  2. research-ai-assistant research-ai-assistant Public

    An AI-powered research assistant app for students to summarize papers, organize experiments, and generate project documentation.

    Dart 1 2

  3. EduShield-AI EduShield-AI Public

    An explainable machine learning system for student dropout risk prediction using Streamlit, ensemble models, and SHAP.

    Jupyter Notebook

  4. MobileSkinXAI MobileSkinXAI Public

    MobileSkinXAI: An Explainable Cross-Domain Lightweight Deep Learning Framework for Mobile-Based Skin Cancer Screening

    Jupyter Notebook

  5. DIU-AidBox DIU-AidBox Public

    HTML 1