Joseph O'Malley Email and Phone Number
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Joseph O'Malley personal email
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Joseph O'Malley is a Senior Manager, Data and Applied Science at Oracle. He possess expertise in balance sheet review, microsoft excel, r, financial analysis, statistical data analysis and 16 more skills. Colleagues describe him as "I have known Joe since 2018 when I joined Cerner Intelligence. He's been always eager to improve his knowledge in Data Science and Machine Learning from algorithms to cloud services. He is one of the key members of the population health projects at Cerner. Without him, the main population health projects cannot deployed. He has also shown great skills while facing clients that make him a key member for external projects at Cerner Intelligence. I believe Joe has sufficient knowledge to finish any single data science project end-to-end and I highly recommend him."
Oracle
View- Website:
- oracle.com
- Employees:
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Senior Manager, Data And Applied ScienceOracleKansas City, Mo, Us
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Senior Manager, Data & Applied ScienceOracle Jul 2024 - PresentAustin, Texas, UsLeading science development for LLM-based clinical summaries as part of the Clinical Ai Agent (Clinical Digital Assistant) product.
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Senior Data Scientist & ManagerOracle Mar 2023 - Jul 2024Austin, Texas, Us- Manager & Data Scientist. Focused on developing LLM based models as part of the Clinical Digital Assistant clinical summaries product. Leading feature team in development of LLM-based model - working with physician partners to identify requirements, defining model design, iterative prompt engineering, and establishing an evaluation framework. Producing summaries for various EHR summaries use cases.- Developed & packaged v2 model used to predict readmissions upon discharge from inpatient post acute setting. Immediate team runs supports (MLOps) for three currently deployed models.
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Data ScientistOracle Oct 2022 - Mar 2023Austin, Texas, UsManager & Data Scientist. Focused on developing/deploying ML model products along with supporting MLOps monitoring capabilities. Healthcare model product deployed for predicting direct Acute Care Transfers.
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Data ScientistCerner Corporation Feb 2021 - Oct 2022Kansas City, Missouri, Us- Developed ML model to predict patient falls. Involved in end-to-end process including: ideation, clinical review, data mining, cleaning, feature selection/engineering, and deployment- Built production model monitoring capabilities based on data drift, model performance, and bias.- Data Science resource for client partnership. Focused on development, deployment, and Model Validation in AWS (Sagemaker, Glue, Athena). -
Associate Senior Data AnalystCerner Corporation Sep 2019 - Feb 2021Kansas City, Missouri, Us• Using Machine Learning to assess patients' risk of falling and improve existing processes.• Developing model(s) to predict eligibility and recommend the post-acute venue for having the best patient outcomes.• Developed NLP models (word2vec and FastText) to improve existing readmission models
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Data AnalystCerner Corporation Sep 2018 - Sep 2019Kansas City, Missouri, Us- Adapted our scikit-learn models so they can be put into production in the Apache Spark framework (Spark SQL, MLlib).- Worked with a team to create a series of predictive models (using Machine Learning) to assess the probability of a patient readmitting into an acute care facility.
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Business Intelligence AnalystCerner Corporation Oct 2017 - Sep 2018Kansas City, Missouri, Us- Exploratory Data Analysis/Cleaning- Free Text Analysis - Completed several projects with several groups using text analysis methods (tf-idf, n-gram frequency, topic modeling, fuzzy matching, sentiment analysis using custom dictionaries, and adaptation for Tableau) to help them gain insight from their free text data.-Tableau Dashboard creation - manipulated/automated a dataset and created a custom dashboard that will help Consultants more effectively estimate the relative work effort that implementing different solutions take.- Literature Review - completed a comprehensive review of top patient safety issues to inform a Strategic Business Unit- SQL db management
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Intern (Product Management -Data & Analytics)Fiserv Nov 2015 - Jun 2017Milwaukee, Wisconsin, Us -
InternNebraskaland National Bank May 2015 - Aug 2015North Platte, Ne, Us -
MerchandiserThe Coca-Cola Company May 2013 - May 2015Atlanta, Ga, Us
Joseph O'Malley Skills
Joseph O'Malley Education Details
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Rockhurst UniversityBusiness Intelligence And Analytics (Data Science) -
University Of Nebraska-LincolnMajor: Finance (Cfa/Investments); Minor: Economics
Frequently Asked Questions about Joseph O'Malley
What company does Joseph O'Malley work for?
Joseph O'Malley works for Oracle
What is Joseph O'Malley's role at the current company?
Joseph O'Malley's current role is Senior Manager, Data and Applied Science.
What is Joseph O'Malley's email address?
Joseph O'Malley's email address is jo****@****ner.com
What is Joseph O'Malley's direct phone number?
Joseph O'Malley's direct phone number is +130853*****
What schools did Joseph O'Malley attend?
Joseph O'Malley attended Rockhurst University, University Of Nebraska-Lincoln.
What are some of Joseph O'Malley's interests?
Joseph O'Malley has interest in Economic Empowerment.
What skills is Joseph O'Malley known for?
Joseph O'Malley has skills like Balance Sheet Review, Microsoft Excel, R, Financial Analysis, Statistical Data Analysis, Financial Accounting, Customer Service, Document Review, Non Profit Volunteering, Credit Analysis, Business Analysis, Cash Management.
Who are Joseph O'Malley's colleagues?
Joseph O'Malley's colleagues are Jennifer Tran, Prathviraj Shetty, Gerald Kong, Manshi Pandey, Atif Zubair, Hugh Nguyen, Raja Swamygowda.
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