I'm a Master's student in Bioinformatics passionate about AI applied to healthcare. Currently focused on developing medical diagnostic systems with proven results - I've improved diagnostic performance from 78% to 96% AUC through machine learning innovations.
🔬 Research Focus: AI-assisted medical diagnosis
🎯 Goal: Contributing to international research in healthcare AI
🌟 Achievement: Developed a multimodal AI system for liver cancer prediction
- Impact: Improved diagnostic accuracy from 78% to 96% AUC
- Tech: Random Forest, XGBoost, Medical Imaging Processing
- Data: 64 TCGA patients, clinical data + medical imaging fusion
- Features: Liver segmentation, image registration, ML optimization
- Tech: Convolutional Neural Networks, Transfer Learning
- Tools: OpenCV, Data Augmentation techniques
- Application: Real-time facial detection system
- Dataset: Pima Diabetes dataset
- Scope: Implementation and comparison of 7 ML algorithms
- Focus: Performance evaluation and algorithmic analysis
🎓 Master's in Bioinformatics | USTHB University
September 2023 - June 2025
🎓 Bachelor's in Information Systems and Software Engineering | USTHB University
September 2019 - June 2023
💻 Developer Intern | NAFTAL | February - June 2023
- Developed a prototype web application for fuel and lubricant sales
- Full-stack development using Django, Python, SQL
- Database integration and system optimization
🇩🇿 Arabic: Native
🇫🇷 French: B2
🇺🇸 English: Intermediate
- 🔬 Advancing AI applications in medical diagnostics
- 🧬 Exploring bioinformatics research opportunities
- 🌐 Seeking international collaboration in healthcare AI
- 📚 Continuing education in machine learning and data science
I'm always open to discussing:
- AI in Healthcare projects
- Bioinformatics research collaborations
- Machine Learning innovations
- Open Source contributions
Feel free to reach out if you're interested in collaborating or just want to chat about AI and healthcare! 🚀
⭐ Fun Fact: I believe that the intersection of AI and biology holds the key to revolutionary healthcare breakthroughs!