Research & Publications
My research work in applied AI: foundations, alignment, prediction
Publications coming soon.
Research Interests
- Foundations of deep learning and learning dynamics (grokking, robustness to label noise)
- Alignment and fine-tuning of foundation models
- Long-horizon clinical prediction (dementia 2 to 5 years out, from early diagnostics and MRI)
- Computer vision and multimodal learning
- Geospatial ML and foundation models for Earth observation
- Low-resource NLP / speech (African languages as a demanding testbed)
- Competitive and large-scale applied machine learning