Muhammad Yousaf Rana šŸ§ 
Muhammad Yousaf Rana

AI/ML & MLOps Engineer

UET Taxila

About Me

I’m Muhammad Yousaf Rana, an AI/ML and MLOps Engineer based in Islamabad. I recently graduated with a degree in Software Engineering from UET Taxila.

I specialize in designing scalable machine learning systems, deploying real-time inference APIs, and building MLOps pipelines with tools like FastAPI, Docker, AWS, and Hugging Face. Iā€™m passionate about translating AI research into practical, impactful solutions and love exploring emerging areas in LLMs and audio-visual AI.

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Interests
  • Machine Learning
  • MLOps
  • Deep Learning
  • NLP
  • Cloud Infrastructure
Education

  • BSc Software Engineering

    UET Taxila

šŸ“š My Research

I’m deeply passionate about AI and its applications in biomedical informatics. My current research focuses on improving contextual understanding in sentence classification of medical abstracts using transformer-based models.

I’ve recently published a paper that integrates BERT embeddings, character-level BiLSTM processing, and abstract structure features to outperform prior models on the PubMed 20k dataset.

Please feel free to connect for collaboration or research discussions!

Featured Publication
An Optimized Framework for Contextual Sentence Classification in Biomedical Abstracts