• Executing agile business strategies with lean high-performance teams by maximizing alignment, engagement, and decision-making freedom.
• Excellent domain knowledge in pharma, biotech, and capital markets.
• Coaching teams on how to apply the scientific method, back-briefing, and having effective conversations with productive conflict.
• Directing skunkworks projects using the Toyota Kata.
• Creating industrial full-stack agentic AI, data science, machine learning, and recommender systems.
• Optimizing search engines for structured and unstructured data and adding natural language query interfaces.
• Architecting (sub-second) low-latency stream processing platforms and high-volume batch processing systems.
• Fine-tuning language models for bespoke, business-relevant tasks.
• Feature engineering and transfer/representation learning to support scant expert-annotated samples.
• Professional software design, prototyping, integration, deployment, and operations in the Cloud.
• Business expertise serving clients world-wide, especially the U.S. market.