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aliman80/README.md

πŸ‘‹ Hi, I’m Muhammad Ali

πŸŽ“ I recently completed my PhD in Machine Learning from MBZUAI, specializing in computer vision and deep learning.
πŸ”¬ 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.
πŸ“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.
πŸ’‘ I’m especially passionate about AI applications for sustainability and environmental impact.

πŸ“« You can reach me at: [email protected]
🌐 Visit my homepage to learn more: aliman80.github.io


πŸ”— Quick Links


⚑ GitHub Stats

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  1. Underwater-Object-Detection-via-Channel-Stablization Underwater-Object-Detection-via-Channel-Stablization Public

    Research Paper for Waste Detection

    Python 1 1

  2. OmiEmbed OmiEmbed Public

    Forked from hashimsayed0/SubOmiEmbed

    Multi-task deep learning framework for multi-omics data analysis

    Jupyter Notebook

  3. FlexPoolU FlexPoolU Public

    Python

  4. ML_Decoder ML_Decoder Public

    Forked from Alibaba-MIIL/ML_Decoder

    Official PyTorch implementation of "ML-Decoder: Scalable and Versatile Classification Head" (2021)

    Python

  5. Wastebench Wastebench Public

    Python