Charles Yee
Leader in Machine Learning/Deep Neural Networks for Natural Language Processing.
Specialized in Healthcare Industry.
Deep Neural Network, Backend engineering in Natural Language Processing applications:
Charles' expertise is machine learning and backend development, with a strong emphasis on the healthcare
industry. Throughout his career, he has proven to excel in the following responsibilities:
Charles is an industry leader in healthcare NLP (Natural Language Processing) with nearly two
decades of
experience building commercial products, both in a hands-on capacity and as a technical manager.
As a player coach, Charles has led multimillion-dollar projects in health-tech Fortune 500s such as
United Health, Philips, and AstraZeneca.
Charles was also the co-founder and early employee of multiple Series-A and Series-B startup
companies.
Charles has a Ph.D. in computational linguistics. With over a dozen publications and patents in his
field, Charles is an authority in machine learning for named entity extraction and classification.
Charles’ expertise ranges from semantics, ontology, machine learning, and deep learning approaches
for
information classification and extraction.
Providing leadership, orchestration, and implementation to materialize domain experts’ scientific
rationale into commercial products.
Uniquely versed in clinical trial protocol, oncology/pathology, EMR/EHR, and NLP-Assisted ICD
coding.
Headed various companies’ R & D and infrastructure teams: Code review, building deep neural
networks,
model diagnosis, product and project management, end-to-end UAT and OAT, DevOps,
recruitment-onboarding,
aspirational speeches, and business acumen.
Well acclimated to large corporate culture. Nevertheless, full track record of entrepreneurship
initiatives.
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