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Dryaramansour User

@dryaramansouruser

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Data scientist and licensed dentist specializing in healthcare analytics and predictive modeling.

Palestine, State of

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What I'm looking for

I seek a role applying ML and analytics to healthcare or business problems, with opportunities for clinical impact, collaboration, and skill growth.

I am a data scientist and licensed dentist with experience applying machine learning, time-series forecasting, and statistical modeling to healthcare and business problems. I build end-to-end analytics solutions using Python, SQL, and visualization tools to drive clinical decision support and operational improvements.

My work includes sales and insurance cost forecasting, metabolic syndrome risk prediction, and crime trend forecasting using ARIMA/SARIMA and modern ML techniques. I combine clinical domain knowledge with technical expertise to deliver actionable insights that improve outcomes and inform strategy.

Experience

Work history, roles, and key accomplishments

Licensed Dentist

AAUA

Practiced clinical dentistry following completion of a Bachelor of Dental Surgery, applying patient care, diagnostics, and treatment planning skills in a healthcare setting.

Diagnostics Patient Care Treatment Planning

Data Scientist

Freelance

Built end-to-end analytics and predictive modeling solutions for sales, clinical risk, crime forecasting, and insurance cost prediction using statistical and machine learning methods to inform operational and clinical decisions.

Python Pandas scikit learn TensorFlow Time Series Analysis SQL Data Visualization

Education

Degrees, certifications, and relevant coursework

Axsos Academy

Certificate, Data Science and Machine Learning

Activities and societies: Hands-on projects, collaborative group activities, discussion sessions

Completed a part-time intensive 16-week Data Science and Machine Learning bootcamp covering data manipulation, visualization, machine learning, computer vision, and hands-on projects.