Ch Muhammad Awais

Ch Muhammad Awais

Machine learning and Deep learning engineer working on solving real-life problems

Ch Muhammad Awais

OPEN TO POSTDOCS/POSITIONS

Publications HERE

👋 About Me

I am a Research Associate at ISTI-CNR, Pisa, working on deep learning solutions for critical challenges like data scarcity, data quality, and class imbalance in computer vision domains. With a passion for AI and sustainability, I aim to bridge research with real-world applications.

🔬 What I’m Working On

  • Tackling data imbalance in deep learning.
  • Enhancing low-resolution data using super-resolution models
  • Exploring Vision-Language Models (VLMs) for remote sensing
  • Researching hierarchical networks and expert systems to improve classification reliability

🧠 Research Interests

Click to expand - Computer Vision - Machine Learning & Deep Learning - Image Augmentation & Super-Resolution - Vision-Language Models - Environment & Sustainability - Natural Language Processing - AI for Remote Sensing & EO - Data Analysis & Visualization

🤝 How to Collaborate With Me (awaisrwp at yahoo dot com)

  • Open to research collaborations in deep learning, SAR, and computer vision
  • Available for invited talks, guest lectures, project mentorship, and speaking engagements
  • Happy to co-author on AI/ML papers related to sustainability or Earth Observation

Feel free to reach out if you’re working on topics around deep learning, imbalanced data, or AI-powered sustainability. Let’s collaborate!