• Executing agile business strategies with lean high-performance teams by maximizing alignment, engagement, and decision-making freedom.
• Agile coaching with back-briefing, productive conflict and psychological safety (Extreme Programming with B/TDD & DDD, User Story Mapping, Lean Conceps & Agile Principles).
• Full-stack data science, industry-strength machine learning, natural language processing, automatic speech recognition, and recommender systems.
• Designing, implementing, and optimizing search engines for structured and unstructured data with natural language query interfaces.
• Architecting (sub-second) low-latency stream processing platforms and high-volume batch processing systems.
• Designing annotation & active learning systems and curating data collections to train supervised and unsupervised machine learning models.
• Feature engineering and transfer/representation learning to support scant expert-annotated samples.
• Driving data analytics and business intelligence using a Plan-Do-Reflect-Learn cycle inspired by Deming's System of Profound Knowledge.
• Excellent domain knowledge in the pharma, biotech, and financial sectors.
• Business expertise serving clients world-wide, including the U.S. market.
• Professional software design, prototyping, integration, deployment, and operations in the Cloud.