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Charles Yee

Leader in Machine Learning/Deep Neural Networks for Natural Language Processing.
Specialized in Healthcare Industry.

Is your software team struggling to deliver projects on time? Too many bugs? Do you have problematic stakeholders on your team, anti-patterns in your backend, or poorly documented code that you would like to scale up, but could not?

Would you like to pivot your business by using insights from big data?
Do you want to apply machine learning to automate manual components in your workflow, but don’t know how?

Entrepreneurs, startups, and Fortune 500 corporations come to me to help transform their data science and backend infrastructure from a frustrating mess, or low-tech prototype, into a state-of-the-art, well-oiled machine that delivers value to customers. I have a track record of solving challenging technology and product problems for my clients, increasing their revenue, mitigating risks, and significantly reducing costs.

Well acclimated to large corporate culture. Nevertheless, full track record of entrepreneurship initiatives.


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Leader In Healthcare Tech


Deep Neural Network, Backend engineering in Natural Language Processing applications:

  • Domain expertise in healthcare, insurance, provider, oncology, personalized nutrition
  • Hands-on work with Python and Tensorflow
  • Technical leadership, team management, mentorship

Services


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:

  • Hands-on, backend software development/troubleshooting
  • Technical audit, particularly for startup acquisition, pharmacovigilance, and regulatory
  • Machine learning, AI, data science. Building deep neural network models using structured and unstructured data
  • Services


credentials

some of my clients

AstraZeneca Logo
Boston Children's Hospital Logo
Dana-Farber Cancer Institute Logo
Inside Tracker Logo
Optum Health Logo
Phillips 
            healthcare Logo
United Health Group Logo

recommendations

About Charles

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.