🎓 PhD Candidate @ Western University
🧠 Researching contrastive learning, debiasing models, and real-world applications in healthcare and multi-modality
🔬 Building trustworthy, generalizable machine learning systems
- 📚 Exploring how bias mitigation in contrastive learning can improve real-world AI robustness
- 🧪 Bridging the gap between academic research and healthcare AI services
- 📦 Developing tools and benchmarks for evaluating representation quality and model fairness
Python | PyTorch | Hugging Face | Sklearn | WandB
Docker | Git | Slurm | LaTeX | LLM CLI & Cursor