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AiIkram/README.md

πŸ‘‹ Hi, I'm Aissiou Ikram

πŸŽ“ Aspiring Clinical Data Scientist
🧠 Passionate about AI in healthcare, especially oncology, medical imaging, and neuroscience
🌍 Actively seeking remote research opportunities in medical AI


🧠 About Me

I'm a data scientist with hands-on experience in applied machine learning across multiple sectors from web development to educational tools and forecasting systems.

After exploring a wide range of real-world data projects, I’m now focusing on my dream career: becoming a Clinical Data Scientist and Medical AI Researcher.

My main interests lie in:

  • 🧬 Oncology – cancer detection and segmentation
  • 🧠 Neuroscience – brain imaging and cognitive disorders
  • πŸ–ΌοΈ Medical Imaging – DICOM, 3D image processing, segmentation models

I’m committed to combining data science, research, and medical knowledge to contribute to smarter, more accessible healthcare systems.


πŸ§ͺ Highlighted Work

🩺 MICCAI MAMA-MIA Challenge – 2025

Task: Breast Cancer DCE-MRI Tumor Segmentation

  • Participated in this international challenge focusing on breast tumor detection using dynamic contrast-enhanced MRI
  • Contributed to segmentation workflows and post-processing
  • Gained experience handling high-dimensional clinical imaging data

πŸ”— MICCAI Challenge


🧰 Tools & Technologies

πŸ—£οΈ Languages

Python JavaScript HTML5 CSS3 SQL


πŸ’Ύ Databases

PostgreSQL MySQL SQLite


πŸ€– Machine Learning & Deep Learning

TensorFlow scikit-learn UNet nnU-Net CNN Pandas NumPy Matplotlib Seaborn


🩺 Medical Imaging

SimpleITK 3D Slicer NIfTI DCE-MRI


πŸ“Š Visualization & BI

Power BI Tableau Streamlit


πŸ—ΊοΈ Geospatial & GIS

QGIS


☁️ Cloud & Platforms

Google Cloud Kaggle Git GitHub


🌐 Web Development & Frameworks

Django Next.js TailwindCSS


πŸ§‘β€πŸ« Teaching & Leadership

  • πŸ‘©β€πŸ« Instructor for Data Science bootcamps (Python, ML, EDA, and deployment with Colab)
  • πŸ›οΈ Led technical workshops in university sessions and private learning spaces
  • πŸ‘₯ Active in data science community management and mentoring beginners

πŸ” What I'm Looking For

I’m currently seeking:

  • πŸŽ“ Remote research opportunities in medical AI
  • 🀝 Collaborations with labs or researchers working on oncology, neuroimaging, or clinical informatics
  • 🧠 Mentorship to deepen my research skills and explore advanced imaging techniques

I’m a strong believer in learning by doing, and I’m ready to bring curiosity, consistency, and collaboration to any research team.


πŸ“ˆ GitHub Stats

Ikram's GitHub stats
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πŸ“« Let's Connect

If you’re working on a project related to medical AI or looking for a dedicated collaborator, feel free to reach out!


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  1. ImageClassifierProject ImageClassifierProject Public

    Final Project of the Udacity AI Programming with Python Nanodegree

    HTML

  2. WQU-Applied-DataScience-Lab WQU-Applied-DataScience-Lab Public

    I have successfully completed a 16-week and 8 end-to-end, applied data science projects of the Applied Data Science Lab module at WorldQuant University. The mini-projects included scientific comput…

  3. beyza17/MICCAI_Challange beyza17/MICCAI_Challange Public

    Python 2