Brianna Shannon

About Brianna Shannon

I am a graduate of Purdue University, where I received my BS in Biomedical Engineering…

Experience

1. Data Science Engineer

   Johnson & Johnson MedTech

   Feb 2023 — Present · Cincinnati, OH, US

   Streamlined staple line analysis among RnD teams by developing and validating a fully automated Dash app, which is estimated to save over working hours a year and reduce time by 99%• Developed a statistical clustering algorithm in Python using surgical device data to label surgical steps, which eliminated all cost associated with manual surgical video annotation• Fully automated an ETL process for surgical efficiency insight dashboards to eliminate redundancy in updating personalized Tableau dashboards for customers• Led research account closures for three active sites, which included preparing and presenting the final deliverable, recovering clinical equipment, and performing data destruction of patient health information in accordance with data use agreements• Recovered and mined surgical and device databases for various teams to better understand clinical device use and differences observed in preclinical and tissue lab settings, including leading device data recovery for an ongoing clinical study• Investigated post-processing methods of thermal data and recommended the best method for tissue and preclinical tests to ensure high-quality data is feeding the machine learning model with a reduced amount of manual setup and review• Collaborated with preclinical and medical affairs to evaluate when cellular thermal damage occurs rather than when cellular mechanical damage occurs when using advanced energy surgical tools• Partnered with marketing, sales, and RnD to investigate differences in competitor data and develop marketing material• Selected to be part of the Johnson and Johnson Changemaker Program, which is committed to career development, sustainability, social impact, and combating global health inequities• Lead local RnD Data Science Co-Op recruiting• Co-Lead Community Service Pillar for local Women’s Leadership & Inclusion Employee Resource Group