Amanda P. work email
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Amanda P. personal email
With 5+ years of experience in healthcare data science at Corewell Health (legacy name Spectrum Health), I have deployed and monitored ML models in production in both the clinical and corporate spaces, streamlined and automated data science pipelines, and influenced the direction of data science for the largest healthcare provider in Michigan. My day-to-day tools to solve business problems include Python, R, Git, and SQL, and my passion is delivering data science solutions that drive tangible value for an organization.High-impact projects include deploying a custom inpatient deterioration index model using Epic's Nebula product, and predicting inpatient bed usage during COVID-19 into reports and Tableau dashboards.I enjoy making professional contacts, so feel free to reach out if anything interests you about my profile.
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Senior Data ScientistCardamom HealthSayre, Pa, Us
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Senior Data ScientistCorewell Health Jan 2022 - Present►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 -
Data ScientistCorewell Health Aug 2019 - Jan 2022► 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
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Data Science ConsultantInternet Leads Us Apr 2018 - Aug 2019► 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
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Board PresidentYouth Power! Feb 2017 - Aug 2019Us► 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% -
Board SecretaryYouth Power! Nov 2014 - Feb 2017Us► 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
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Program AssistantAccess To Independence Of Cortland County, Inc. May 2014 - Dec 2014Cortland, 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
Amanda P. Skills
Amanda P. Education Details
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Binghamton UniversityApplied Statistics -
State University Of New York CortlandMathematics
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Tompkins Cortland Community CollegeGeneral Studies And Humanities
Frequently Asked Questions about Amanda P.
What company does Amanda P. work for?
Amanda P. works for Cardamom Health
What is Amanda P.'s role at the current company?
Amanda P.'s current role is Senior Data Scientist.
What is Amanda P.'s email address?
Amanda P.'s email address is ap****@****ton.edu
What schools did Amanda P. attend?
Amanda P. attended Binghamton University, State University Of New York Cortland, Tompkins Cortland Community College.
What are some of Amanda P.'s interests?
Amanda P. has interest in Mathematics, Writing, Skiing, Technology, Education, Physical Fitness, Advocacy.
What skills is Amanda P. known for?
Amanda P. has skills like Mathematics, Writing, Team Building, Diversity And Inclusion, Neural Networks, Social Media, R, Git, Public Speaking, Data Science, Microsoft Powerpoint, Data Analysis.
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