aliman80 - Overview

šŸ‘‹ Hi, I’m Muhammad Ali

šŸŽ“ I recently completed my PhD in Machine Learning from MBZUAI, specializing in computer vision and deep learning.
šŸ”¬ My research focuses on waste detection, classification, and segmentation, including developing robust architectures, multimodal fusion of RGB & hyperspectral data, and benchmarking Vision-Language Models (VLMs) in cluttered environments.
šŸ“š I have published multiple papers in leading venues such as ** EMNLP, WACV, ICIP, and DICTA**, and contributed datasets and benchmarks (e.g., Waste-Bench).

🌱 I’m currently exploring fine-tuning LLMs/VLMs, RAG systems, and agentic AI frameworks.
šŸ’” I’m especially passionate about AI applications for sustainability and environmental impact.

šŸ“« You can reach me at: muhammad.ali@mbzuai.ac.ae
🌐 Visit my homepage to learn more: aliman80.github.io


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