- Full-stack data science and lean team managment (Extreme Programming with B/TDD & DDD, User Story Mapping, Lean Conceps & Agile Principles).
- 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.
- 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.