Sotabase

Career

· Senior Product Manager - Tech, AWS Events Digital Experience, Amazon Web Services (AWS)2025–
· Senior Product Manager - Tech, Alexa AI, Amazon2020–2025
· Manager, Product Manager, Conversational AI, Capital One2017–2020
· Senior Associate, Product Manager, Home Equity, Capital One2016–2017
· Product Manager, TI.com User Experience, Texas Instruments2015–2016
· Product Manager, Marketing Tools Analytics, Texas Instruments2013–2015
· Student Designer, Nike2012–2012
· Product Marketing Intern, Automotive Systems Marketing, Texas Instruments2012–2012
· Co-Founder, Foodback2011–2012

Publications (132)

Surviving Sepsis Campaign: International Guidelines for Management of Sepsis and Septic Shock: 2016
Intensive Care Medicine · 2017
7,172
cited
Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach
JMIR Medical Informatics · 2016
459
cited
Restrictive blood transfusion practices are associated with improved patient outcomes
Transfusion · 2014
178
cited
Prediction of Acute Kidney Injury With a Machine Learning Algorithm Using Electronic Health Record Data
bioRxiv · 2017
138
cited
Multicenter validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU
bioRxiv · 2018
133
cited
Improved blood utilization using real‐time clinical decision support
Transfusion · 2014
129
cited
Smarter hospital communication: Secure smartphone text messaging improves provider satisfaction and perception of efficacy, workflow
Journal of Hospital Medicine · 2014
103
cited
Electronic health record-based clinical decision support alert for severe sepsis: a randomised evaluation
BMJ Quality & Safety · 2019
87
cited
Septris: A Novel, Mobile, Online, Simulation Game That Improves Sepsis Recognition and Management
Academic medicine : journal of the Association of American Medical Colleges · 2015
62
cited
A nurse-driven screening tool for the early identification of sepsis in an intermediate care unit setting.
Journal of Hospital Medicine · 2015
51
cited
Patient whiteboards to improve patient-centred care in the hospital
Postgraduate medical journal · 2013
51
cited
Barriers to timely discharge from the general medicine service at an academic teaching hospital
Postgraduate medical journal · 2017
50
cited
Hospitalist intervention for appropriate use of telemetry reduces length of stay and cost.
Journal of Hospital Medicine · 2015
34
cited
Cost and turn-around time display decreases inpatient ordering of reference laboratory tests: a time series
BMJ Quality & Safety · 2014
29
cited
A long wait: barriers to discharge for long length of stay patients
Postgraduate medical journal · 2018
28
cited
Considerations in the reliability and fairness audits of predictive models for advance care planning
Frontiers in Digital Health · 2022
28
cited
Hand hygiene of medical students and resident physicians: predictors of attitudes and behaviour
Postgraduate medical journal · 2016
27
cited
Waiting it out: consultation delays prolong in-patient length of stay
Postgraduate medical journal · 2019
26
cited
Shared Decision-Making During Inpatient Rounds: Opportunities for Improvement in Patient Engagement and Communication
Journal of Hospital Medicine · 2018
25
cited
Why providers transfuse blood products outside recommended guidelines in spite of integrated electronic best practice alerts.
Journal of Hospital Medicine · 2015
25
cited
Sotabase