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shyan23/README.md

👋 Hi there, I'm Nafis Shyan!

Typing SVG

LinkedIn Email GitHub


Elegant Divider

🎓 About Me

Final-year Computer Science student specializing in Artificial Intelligence and Medical Imaging

I am deeply committed to advancing healthcare through intelligent systems. My research focuses on developing efficient, accurate AI models for medical image analysis—bridging the gap between cutting-edge deep learning and practical clinical applications.

Current Research
Vision Transformers for 3D Medical Imaging | CT Scan Analysis | Model Optimization for Resource-Constrained Environments

Core Expertise
Machine Learning • Deep Learning • Medical Image Processing • Backend Architecture

Technical Foundation
PyTorch, TensorFlow • Python, Java • Spring Boot • Computer Vision

🔬 Research & Focus Areas

🏥 Medical AI

  • AI-Powered Medical Image Analysis

    • CT, MRI, X-ray Analysis
    • DICOM Processing & Visualization
    • ROI Detection & Tissue Classification

  • Models & Frameworks

    • MedSAM, MedSigLIP, LLaVA-Med
    • Vision Transformers (ViT)
    • Lightweight CNNs (MobileNet, EfficientNet)

🤖 AI/ML Engineering

  • Deep Learning

    • PyTorch & TensorFlow
    • Transformer Architectures
    • Model Fine-tuning & Optimization

  • Deployment

    • DigitalOcean
    • Github(vercel)

💻 Tech Stack

Languages & Frameworks

Python Java C JavaScript

AI/ML & Data Science

PyTorch TensorFlow HuggingFace NumPy Pandas

Backend & Database

Spring Node.js MySQL MongoDB

Frontend (Learning)

React HTML5 CSS3

Tools & Platforms

Git Docker Linux VS Code

🎯 Featured Projects

🩺 ORION - Medical Imaging AI Co-Pilot

AI-Powered DICOM Analysis System

GitHub

🔹 Multi-Model AI Integration (MedSAM, MedSigLIP, LLaVA-Med)
🔹 Real-time CT/MRI Analysis with ROI Detection
🔹 FastAPI Backend + React Frontend
🔹 Google Cloud Integration
🔹 Hounsfield Unit-based Tissue Classification

📊 GitHub Analytics

GitHub Streak
GitHub Trophies

🌱 Currently Learning

Area Focus
🔬 Research Fine-tuning Open-Source Medical AI Models
☁️ Cloud Cloud AI APIs & Large Model Inference
🎮 RL Reinforcement Learning with Java
🔧 Optimization Model Deployment on Constrained Hardware

💡 Ask Me About

Expertise:
  - Transformer Architectures: "ViT, Swin Transformer, 3D Scene Understanding"
  - Medical AI: "CT/MRI Analysis, DICOM Processing, Lightweight Models"
  - Backend: "Java Springboot + ML/AI Integration"
  - Model Optimization: "CPU-based Inference, Model Compression"
  - Research: "Vision Transformers, Multimodal AI"

Open_To:
  - Collaboration: "AI/ML Projects, Research Papers"
  - Mentorship: "AI for Healthcare, ML Deployment"
  - Opportunities: "Graduate Studies Scholarships in AI/CS"

📈 Contribution Activity

Contribution Graph

🎓 Academic Background

Degree Institution Specialization Status
🎓 B.Sc. CSE University AI & Machine Learning Final Year

Key Coursework: Numerical Analysis, Algorithms, Machine Learning, Deep Learning, Computer Vision, Natural Language Processing

🔥 Interests Beyond Code

🏏 Cricket Enthusiast | ⚽ Fantasy Premier League | 📰 Current Affairs | 🌍 Exploring History & Cultures

📬 Professional Contact

LinkedIn Email GitHub

Open to collaborations in AI research, medical imaging projects, and graduate study opportunities

Pinned Loading

  1. Netflacks Netflacks Public

    A P2P video streaming platform,Networking Project

    Python

  2. Chip8-Emulator-in-C Chip8-Emulator-in-C Public

    This a chip8 emulator,written in C with minimal sound and great visual appearence , with exciting other features.

    C

  3. binary_pneumonia_identifier_using_XGBoost binary_pneumonia_identifier_using_XGBoost Public

    using Trained XGBoost and XAI , and over 5000 images, about 82% accuracy

    Python

  4. ORION ORION Public

    Finding Anomalies at selected region in medical imaging,used Swin_MedSAM and Medgsiglib,with google medgemma models

    Python

  5. codes-for-CSE-courses codes-for-CSE-courses Public

    these are some of the Problems related to differenct Computer science Data Structures and AD-HOC, that were covered in the CSE courses of University of Dhaka

    C++

  6. Archivist--Research-Paper-Tool Archivist--Research-Paper-Tool Public

    A tool in GO to make reading research paper easy

    Go 1