About
Highly analytical and results-driven Data Analyst with a Doctor of Physical Therapy background, leveraging a unique blend of clinical insight and advanced data analysis skills. Proficient in Power BI, Python, and SQL, Ruhma transforms complex datasets into actionable insights for strategic decision-making. She is eager to apply strong analytical capabilities and a passion for data storytelling to drive impactful outcomes in dynamic data-driven environments, with a particular interest in healthcare analytics.
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Work
Avialdo Solutions
Data Analyst
Excelerate
Data Analyst - Intern
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Volunteer
Liaquat National Hospital
·Physiotherapist (Home-Based & Volunteer)
Provided home-based and volunteer physiotherapy services, focusing on patient recovery monitoring and personalized rehabilitation strategies.
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Education
Physical Therapy
Liaquat National Medical College
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Certificates
Data Analytics Certificate
Institute of Emerging Careers
Data Visualization with Power BI
Workforce Institute
Data Analysis Certificate
Workforce Institute
Data Analysis Certificate
Udemy
Certified in Research
Liaquat National Hospital
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Skills
Data Visualization
Power BI, Dashboard Development, Report Automation, Matplotlib, Seaborn
Programming Languages
Python (Pandas, Matplotlib, Seaborn), SQL
Data Analysis
Data Cleaning & Transformation, Exploratory Data Analysis (EDA), Statistical Testing (Chi-Square, T-test), Cross-Tab Reporting, SPSS
Data Storytelling & Communication
Data Storytelling, Research Presentation, Actionable Insights
Domain Expertise
Healthcare Data Analysis, Customer Data Tracking, Product Analytics
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Interests
Healthcare & Technology
Healthcare Innovation, AI in Medicine, Data-Driven Public Health, Clinical & Neuroscience Research, Emerging Technologies
Community & Education
Educational Volunteering
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Projects
Real Estate Business Analysis
Conducted an end-to-end analysis of the U.S. real estate market, covering average property prices, sold vs. available listings, and market trends to support investment insights.
Employee Attrition Analysis Dashboard
Developed an interactive dashboard for in-depth employee attrition analysis, enabling dynamic filtering and identification of key turnover drivers.
Student Performance Analysis Dashboard
Developed an interactive dashboard to analyze student performance across academic, behavioral, socioeconomic, and environmental factors, empowering educators with data-driven decision-making tools.
Cancer Patient Survival Analysis
Cleaned and analyzed clinical records of 10,000 cancer patients to uncover survival patterns and treatment outcomes, informing patient care strategies.
Corruption Perception Data (CPI) Analysis
Performed exploratory data analysis on global CPI scores to assess corruption trends from 2000 to 2023 and visualize key shifts.
Stroke Prediction & Risk Factor Analysis
Analyzed a comprehensive dataset of 5,110 patients to identify key medical and lifestyle variables influencing stroke prevalence and predict risk factors.
Graded Motor Imagery (GMI) Research Study (Thesis)
Designed and executed a research survey studying the clinical adoption of Graded Motor Imagery (GMI) in frozen shoulder treatment as part of doctoral thesis.
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