Nigel Nelson Email & Phone Number

Santa Clara, CA, US

Milwaukee, WI, US

• Researched methods and the viability of training AI models capable of transferring annotations from histology slides to associated MRI images, allowing for AI models to predict the presence of cancer in tissues without.
• Created an artificial prostate data set using the predictions from a custom-implemented Vision Transformer, which was utilized to re-train the Transformer model, resulting in a 20% increase in prostate registration.

Chicago, IL, US

• Refactored experimental ML pipeline used to predict effectiveness of provided healthcare and added variable running configurations to create a robust, production-ready pipeline capable of thousands of inferences per hour
• Created a containerized web-app that enabled healthcare professionals to upload data directly and automatically trigger the evaluation of ML models, saving hundreds of hours annually compared to the previous process

Natick, MA, US

• Implemented firmware features and fixed bugs for machine vision software on.Net Core with C# and C++
• Researched, implemented, and demonstrated custom NUnit and XUnit test attributes for company-wide Agile development teams to allow collection of debug information from unit tests ran by TeamCity build agents

Elkhorn, WI, US