AI for Healthcare × Medical Imaging × LLM Evaluation — developing models that improve real-world decision-making.

• 🧠 Deep learning pipelines for medical image detection & segmentation
• 🔍 Studying reliability, consistency, and robustness in LLMs
• 🧪 Experimental ML systems with a focus on model reliability, fairness & generalization

• Horcrux_GPT — a research tool that provides context-aware explanations, summaries, and Q&A for educational content.
  Python Gemini API Streamlit

• Japanese F1 Grand Prix Prediction 2025 — ensemble ML pipeline combining XGBoost & LightGBM to forecast race outcomes using engineered features.
  ML Pipeline XGBoost LightGBM

• Plant Disease Classification — CNN-based classifier using ResNet/VGG with augmentation & transfer learning for multi-disease detection.
  Deep Learning CNN Image Classification

Email: [email protected] • LinkedIn: fairooznahiyan

Patronus: reproducible research.