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ALTYNAY GABIDOLLA

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California, United States

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Résumé


Jobs verified_user 0% verified
  • PatientIQ
    DATA ANALYST
    PatientIQ
    Apr 2022 - Current (4 years 3 months)
    Built predictive models and data pipelines for healthcare analytics platforms serving 200+ clinics and 15 hospital systems. • Developed appointment no-show prediction model using scikit-learn random forest classifier trained on 2M appointment records including patient demographics, appointment history, insurance type, day of week, and time of day, achieving 82% accuracy on test set and deployed into patient scheduling system where front desk coordinators see risk score when booking appointments • Built ETL pipeline in Databricks extracting patient data from Epic and Cerner integrations (largest EHR systems in US hospitals), transforming diagnosis codes from ICD-10 format into human-readable categories, and loading into PostgreSQL database
  • M
    DATA ANALYST
    MediCare Vision Center
    Jun 2020 - Mar 2022 (1 year 10 months)
    Analyzed patient data and clinic operations to improve appointment scheduling, marketing ROI, and revenue. • Built follow-up appointment prediction model using scikit-learn logistic regression on 12,000 patient records including appointment history, procedure type, and insurance coverage, identifying patients unlikely to return for post-surgical checkups so clinic manager could have staff call them with scheduling reminders • Created ETL process in Python pulling patient appointments, procedures, and payments from clinic management software, handling messy data like duplicate records and inconsistent date formats, then loading cleaned data into Tableau for weekly executive dashboard showing clinic owner revenue trends and provider utiliza
Education verified_user 0% verified
  • S
    Master's Degree in Business Administration
    Southern California State University
    May 2020 - May 2022 (2 years 1 month)