Amanda P. Email & Phone Number

Sayre, Pa, Us

►Developed and implemented an XGBoost predictive model for clinical deterioration that achieved a 22% increase in ROC-AUC compared to previous clinical workflow tool (MEWS), significantly enhancing the accuracy and reliability for end users ►Created a comprehensive performance evaluation report for clinical models in Epic, providing encounter‑level and prediction‑level insights, lead time analysis for positive predictions, and performance evaluation across subgroups such as race and gender►Presented to 281 technical staff members at internal work summit on core topics related to responsible use of artificial intelligence, including best practices and the ML project lifecycle►Hosted and facilitated a cross‑departmental Data Science Community of Practice, attracting an average of 20 participants per session

► Collaborated with relevant stakeholders across the organization on over a dozen data science projects and presented key findings to non-technical audiences► Forecasted COVID-19 inpatient and ICU bed utilization across our hospital system with an operationalized predictive model that executive leaders relied on for resource planning purposes throughout the pandemic► Used unsupervised machine learning to identify over $500,000 in potential savings for a high-risk healthcare population, and presented methodology to healthcare analytics professionals at the HDAA 2020 Conference► Fine‑tuned BERT algorithm to both generate and automate sentiment and topic modelling over free‑text survey responses, saving customers 40‑80 hours every quarter that was previously spent on manual labeling in Excel► Deployed multiple dashboards using R Shiny and Streamlit that monitored KPIs using anomaly detection, which facilitated precise targeting for improvement initiatives

► Used A/B testing on the website landing page for a medical waste client and increased the volume of leads by 21% ► Forecasted company ad revenue using Prophet and obtained 9% Mean Absolute Percentage Error (MAPE) when evaluating on test data set► Identified sources of waste in an advertisement campaign using regression analysis, resulting in a 15% reduction in cost per lead

Us

► Led a Board of 6 to 20 participating youth and young adults ► Facilitated monthly meetings by phone and quarterly meetings in-person to ensure the organization followed its mission statement ► Coordinated with the Director to plan meetings and organize key events► Conducted outreach to recruit 5 new members onto the Board► Developed a strategic plan and updated priority agenda which assisted the organization in growing its staff headcount by 20%

Us

► Analyzed financial reports quarterly to ensure proper allocation of over a million dollars worth of funds► Prepared detailed minutes after each meeting for the Board’s records

Cortland, New York, Us

► Provided basic analytics, data entry, and demographics tracking through Microsoft Excel► Coordinated with the supervisor weekly to manage project priorities and deliverables

Master Of Arts - Ma, Applied Statistics

Bachelor Of Science (B.S.), Mathematics

Associate Of Science (A.S.), Liberal Arts And Sciences, General Studies And Humanities