I love applying and developing state-of-the-art natural language processing, deep learning, and unsupervised learning to solve complex problems in healthcare.

I also have excellent communication skills with presentations to senior leadership, strong business stakeholder collaboration, invited lectures, and talks at conferences worldwide.

My favorite techniques are:

• Deep learning
• Natural language processing (e.g., word embeddings, transformers, natural language generation)
• Unsupervised learning (e.g., hierarchical clustering, non-linear dimensionality reduction)
• Deep Learning applied to physics (e.g., crystal structure recognition)
• Uncertainty estimation in deep learning (e.g., Bayesian deep learning and information theory)
• Zero-shot learning
• Intepretable machine learning