Aidan Craft

About Aidan Craft

Experienced Data Scientist with a demonstrated history of working in the information technology and services industry. Skilled in Computer Science, Python, SQL, Big Data Analytics, Amazon Web Services (AWS), and Agile Methodologies. Strong information technology professional with a Master of Science focused in Analytics from Georgia Institute of Technology.

Experience

1. Senior Data Scientist

   Qventus, Inc

   Apr 2021 — Present · Brooklyn, NY, US

   Leading development, testing, and deployment for our intensive care unit machine learning service, which enables care teams know when a patient is likely ready for step-down from an ICU unit.• Created a variety of KPI’s, feature explain-ability, and intervention-based metrics reports in Looker for product teams, and end users to understand how our machine learning impacted processes and workflows of care teams.• Initiated the use of natural language processing via DBT and deep learning data mining leveraging unstructured text primarily medical notes information for feature engineering,• Built and maintained an ensemble regression model to inform inpatient staffing capacity planning on when and how many patients would be in a unit or a hospital, which helps inform optimal nurse to patient ratio, ancillary order prioritization, and allows hospitals to plan resourcing ahead of time. • Collaborated with stakeholders and product to transform business problems into actionable experiments, end-to-end AI/ML solutions, and data products.

Education

• Georgia Institute of Technology

  Master of Science - MS, Analytics

  2020 — 2022

• Vanderbilt University

  Bachelor of Arts - BA, Public Policy

  2016 — 2018