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Hi, I’m Mariam Ebady, a data analytics professional with over five years supporting healthcare operations, quality improvement and strategic decision-making. I transform complex clinical and operational data into actionable insights through dashboards, reporting and advanced analytics, driving data-driven decisions that improve patient care and operational efficiency. I’m proficient in Power BI, Excel, Python, R and SQL, with strong stakeholder engagement and healthcare systems experience. I enjoy collaborating across teams to standardize data processes and deliver meaningful, easy-to-understand analytics that support strategic outcomes.…Hi, I’m Mariam Ebady, a data analytics professional with over five years supporting healthcare operations, quality improvement and strategic decision-making. I transform complex clinical and operational data into actionable insights through dashboards, reporting and advanced analytics, driving data-driven decisions that improve patient care and operational efficiency. I’m proficient in Power BI, Excel, Python, R and SQL, with strong stakeholder engagement and healthcare systems experience. I enjoy collaborating across teams to standardize data processes and deliver meaningful, easy-to-understand analytics that support strategic outcomes.

Mariam Ebady

Data Analyst, Data Scientist, AI Engineer, +2

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Hi, I’m Mariam Ebady, a data analytics professional with over five years supporting healthcare operations, quality improvement and strategic decision-making. I transform complex clinical and operational data into actionable insights through dashboards, reporting and advanced analytics, driving data-driven decisions that improve patient care and operational efficiency. I’m proficient in Power BI, Excel, Python, R and SQL, with strong stakeholder engagement and healthcare systems experience. I enjoy collaborating across teams to standardize data processes and deliver meaningful, easy-to-understand analytics that support strategic outcomes.…Hi, I’m Mariam Ebady, a data analytics professional with over five years supporting healthcare operations, quality improvement and strategic decision-making. I transform complex clinical and operational data into actionable insights through dashboards, reporting and advanced analytics, driving data-driven decisions that improve patient care and operational efficiency. I’m proficient in Power BI, Excel, Python, R and SQL, with strong stakeholder engagement and healthcare systems experience. I enjoy collaborating across teams to standardize data processes and deliver meaningful, easy-to-understand analytics that support strategic outcomes.

Available to hire

Hi, I’m Mariam Ebady, a data analytics professional with over five years supporting healthcare operations, quality improvement and strategic decision-making. I transform complex clinical and operational data into actionable insights through dashboards, reporting and advanced analytics, driving data-driven decisions that improve patient care and operational efficiency.

I’m proficient in Power BI, Excel, Python, R and SQL, with strong stakeholder engagement and healthcare systems experience. I enjoy collaborating across teams to standardize data processes and deliver meaningful, easy-to-understand analytics that support strategic outcomes.

Skills

Experience Level

Expert

Expert

Expert

Expert

Language

English

Fluent

Work Experience

Data Analyst at IBM / Nova Scotia Health

October 1, 2025 - Present

Analyzed and integrated data from multiple EMRs (MEDITECH, Accuro, Novari) using SQL and Excel to support enterprise-wide OPOR (One Person One Record) implementation. Designed and maintained Power BI dashboards to track backloading progress, appointment volumes, completion rates, and error reporting, enabling data-driven communication with clients/stakeholders. Collaborated with cross-functional teams to standardize data processes, improve backloading efficiency, and support real-time healthcare operations.

Digital Health and Data Analytics Intern at UHN Department of Anesthesia

May 1, 2023 - August 1, 2023

Designed dashboard to monitor key health indicators, improving visibility into anesthesia quality metrics. Analyzed large-scale clinical datasets to assess health outcomes and develop data visualizations using Excel and Power BI, resulting in improvements to health reporting and quality. Significantly involved in onboarding UHN to the MPOG Multi-institutional Outcomes Group, streamlining cross-institutional quality data reporting.

Digital Health Intern at Canadian Association of Medical Radiation Technologists (CAMRT)

December 31, 2022 - March 31, 2023

Led project coordination within the CADRA, aligning efforts across clinical and technical stakeholders. Designed and maintained the CADRA website as an informational hub, enhancing stakeholder engagement. Designed, conducted, and performed statistical analysis for a Canada-wide survey on AI in radiotherapy and performed statistical analysis to support quality and innovation strategy. Regularly reviewed literature on AI applications in oncology and radiotherapy, contributing to health surveillance knowledge.

Clinical Associate at Altis Labs Inc.

March 30, 2020 - October 20, 2025

In collaboration with data scientists, train and refine AI image segmentation models (tumors, lesions, organs-at-risk), contributing to improved diagnostic tools. Conduct rigorous data quality assessments on medical imaging datasets, ensuring meticulous database organization and data integrity for seamless integration into machine learning frameworks. Leverage extensive expertise in oncology and anatomy to conduct precise medical imaging analyses, significantly enhancing diagnostic accuracy and treatment efficacy.

Medical Radiation Technologist (MRT) at Huronia Maxillofacial Radiology/ Canaray: Specialists in Oral Radiology

May 1, 2018 - March 1, 2023

Acquired and processed CBCT scans, ensuring image fidelity and patient safety in compliance with regulated protocols. Performed DICOM post-processing and data validation to support quality control, diagnostic accuracy and reporting standards. Supported quality audits by preparing accurate records and contributing to internal procedure development.