Dr. Muhammad Munsif

Postdoctoral Research Associate at Graduate School of Artificial Intelligence, UNIST.

Professional Background

I am a Lead Researcher at the Intelligent Media Laboratory, Daeyang AI Center, Sejong University in Seoul, South Korea. Currently pursuing a joint Master’s and Ph.D. in Software, my research focuses on developing innovative deep learning solutions for action recognition, computer vision, and materials informatics.

Research Areas

Computer Vision & Deep Learning

  • Multimodal and multi-view action recognition
  • Action understanding in dark and low-light conditions
  • Real-time surveillance and behavior analysis systems

Virtual & Augmented Reality

  • Immersive technologies for educational applications
  • VR/AR solutions for industrial training and simulation
  • Deep reinforcement learning for autonomous navigation

Materials Informatics

  • AI-driven materials discovery and property prediction
  • Machine learning for organic and inorganic material synthesis optimization
  • Data-driven approaches to energy storage systems

Current Position

Lead Researcher & Lab Coordinator | Intelligent Media Lab
Daeyang AI Center, Sejong University, Seoul, South Korea
April 2023 - February 2026 (Expected)

Responsibilities:

  • Lab management and student co-supervision
  • Leading research in anomaly behavior recognition
  • Publishing in top-tier venues (IEEE TII, TIP, Knowledge-Based Systems)
  • Contributing to 8+ funded research projects

Technical Expertise

Programming Languages

  • Python - Primary research and development
  • MATLAB - Scientific computing and algorithm development
  • C++ - Performance-critical implementations

AI/ML Frameworks

  • TensorFlow & Keras - Deep learning model development
  • PyTorch - Research and experimentation
  • OpenCV - Computer vision applications
  • scikit-learn, NumPy, Pandas - Data processing and analysis

Development Tools

  • Git/GitHub - Version control and collaboration
  • Docker - Containerization
  • Unity 3D, Unreal Engine - VR/AR application development
  • Linux/Unix, HPC - High-performance computing
  • LaTeX/Overleaf - Scientific writing

Research Goals

  • 🎯 Research Excellence: Advancing AI applications in action recognition and materials science
  • 🤝 Collaboration: Building partnerships with academic institutions worldwide (30+ international co-authors)
  • 📚 Knowledge Sharing: Contributing through 40+ publications and 100+ peer reviews
  • 🌐 Innovation: Bridging the gap between theoretical research and industrial applications

Publications & Impact

  • 500+ Citations h-index: 11 i10-index: 14
  • Published in top-tier venues: IEEE TII (IF: 9.9), IEEE TIP (IF: 13.7), Knowledge-Based Systems (IF: 7.6)
  • 4 patents filed in deep learning and computer vision applications
  • Active reviewer for IEEE and Elsevier journals (100+ reviews)

Contact & Collaboration

I am open to research collaborations, academic partnerships, and innovative projects in:

  • Action Recognition and Behavior Analysis
  • Computer Vision for Industrial Applications
  • Materials Informatics and AI-driven Discovery
  • VR/AR Educational Technologies

Email: munsif@sju.ac.kr, munsif@ieee.org
Location: Seoul, South Korea
Institution: Intelligent Media Laboratory, Daeyang AI Center, Sejong University

Thank you for visiting my academic profile. I look forward to connecting with fellow researchers and exploring opportunities for collaboration.