Loyal is building healthcare’s first digital patient experience platform. We believe consumers deserve to have confidence in their healthcare journey instead of confusion and frustration. That is why we partner with the nation’s leading health systems to empower patients with the information and guidance they need to make better healthcare decisions.
There is great interest by Loyal’s AI Labs team to expand the potential neural network architectures that we can use in our Guide chatbot, as well as in other text-based applications in our future product suite. The biggest bottleneck we currently face is gathering the appropriate amount of information-rich labeled data to train new models on.
This internship will involve working closely with the AI Labs team to help expand upon the dataset for creating more sophisticated models. It will provide experience working on healthcare-related products and problems. The tasks require working directly with healthcare data to better understand how users communicate with a healthcare chatbot.
Additionally, depending on how long this task takes, a stretch goal could be to utilize the accumulated data to train and test new models, as well as to expand on other pieces in the model creation pipeline.
Exciting, interesting work impacting the healthcare space
Data and results that could be used to directly impact productionized machine learning models
Target Academic Level
A student pursuing at least a Bachelor’s degree in a related technical field (Computer Science, Electrical/Computer Engineering, Mathematics, Physics, etc.) or medical field.