I will fix and optimize your medical ai model pipeline

H
hassan_elsheikh
H
hassan_elsheikh
Hassan Elsheikh

Level 1

fix and optimize your medical ai model pipeline
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fix and optimize your medical ai model pipeline
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fix and optimize your medical ai model pipelinefix and optimize your medical ai model pipeline

About this gig

I specialize in diagnosing and resolving issues in segmentation/classification pipelines (CT, MRI, X-ray, ultrasound). Whether you're using PyTorch, MONAI, or TensorFlow, Ill help you debug and optimize your workflow for performance, accuracy, and deployment.


What I Can Help With

  • Model convergence issues
  • Poor segmentation/classification results
  • GPU/memory bottlenecks
  • Data preprocessing or label mismatch problems
  • Model architecture optimization
  • Post-processing corrections
  • Integration bugs (e.g., OHIF viewer, 3D Slicer, Monai Label)


  • Model expertise

    • Custom model development
    • Fine-tuning models
    • Recommendation systems

  • Industry

    • Biotech

  • Programming language

    • Python
    • C
    • Keras
    • PyTorch
    • Tensorflow

  • Language

    • Arabic
    • English
    • German

  • Technical expertise

    • Machine learning (Supervised, Unsupervised, Reinforcement)
    • Deep learning (Neural networks, GANs)
    • Natural language processing (NLP)
    • Computer Vision (Object detection, Image recognition)
    • Reinforcement learning (Decision-making systems)
    • Algorithm development and optimization
    • Feature engineering and data processing
    • AI ethics and bias mitigation

Get to know Hassan Elsheikh

Hassan Elsheikh

AI Medical Imaging expert

5.0(4)

Level 1

  • FromEgypt
  • Member sinceAug 2022
  • Avg. response time1 hour
  • Last delivery3 months

  • Languages

    English, Arabic, German
I’m a passionate AI Engineer specializing in Medical Imaging, with hands-on experience in deep learning, MONAI, and state-of-the-art AI models. I have worked on multiple projects involving medical image segmentation, classification, and diagnosis automation using cutting-edge architectures. Additionally, I have international research experience in Egypt, India and Germany, contributing to advanced AI solutions in medical imaging. Let’s work together to bring AI innovation to healthcare!"

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