I'm Fateme, a Machine Learning Engineer passionate about developing AI solutions that tackle real-world challenges. My current focus is on medical imaging projects where AI can make a meaningful impact on healthcare.
Medical AI Research
- Building deep learning models for early Alzheimer's prediction using MRI data from the ADNI dataset, exploring CNN architectures and attention mechanisms to detect subtle neurological patterns
- Developing speech-based Alzheimer's detection systems using the DementiaBank repository, analyzing how speech patterns and linguistic markers reveal cognitive changes
Other Work
- Creating insurance prediction models leveraging TabNet and XGBoost for improved accuracy
- Teaching ML/AI fundamentals to 100+ students as a Teaching Assistant
Pursuing M.Sc. in Computer Science with a focus on Artificial Intelligence
Languages & Frameworks: Python • TensorFlow • PyTorch • Django • Go
Tools & Infrastructure: PostgreSQL • Docker
Recently completed courses on diffusion models and prompt engineering. Always exploring the latest developments in AI and machine learning.
💼 LinkedIn • 📧 fjadidi2001@gmail.com
Open to collaboration on AI/ML projects, especially in healthcare and medical imaging.