About Me
Highly adaptable Clinical Data Analyst with hands-on experience in SQL, Power BI, Python, and healthcare data systems. Skilled in analyzing complex clinical datasets to uncover actionable insights and enhance operational…
Highly adaptable Clinical Data Analyst with hands-on experience in SQL, Power BI, Python, and healthcare data systems. Skilled in analyzing complex clinical datasets to uncover actionable insights and enhance operational efficiency. Proven ability to manage both clinical and administrative data, develop automated reports, and support evidence-based decision-making. Passionate about continuous learning and delivering impactful, data-driven solutions that improve patient outcomes and organizational performance.
Experience
Data Analyst
<p>Developed complex Cerner SQL queries to extract, transform, and analyze clinical and operational data for reporting and decision-making.</p><p> Designed and maintained SAP BusinessObjects (SAP BI) reports and dashboards to monitor Emergency Department KPIs, patient flow, and operational performance.</p><p> Built interactive Power BI dashboards to visualize operational metrics, enabling real-time performance monitoring and data-driven decisions.</p><p> Automated data extraction, validation, and reporting workflows using Python, SQL, and Microsoft Excel, improving efficiency and reducing manual effort.</p><p> Delivered ad hoc analyses and operational reports by integrating data from Cerner, SAP BusinessObjects, Power BI, and Python to support leadership, quality improvement, and research initiatives.</p>
Volunteer, Quality and Patient safety
<p>Working closely with Risk management, Quality and patient Safety, created reports and presentations and supported the team during CARF accreditation.</p><p> Supported database tools and dashboards to evaluate data quality and operational functions.</p><p> Developed automated programs, methodologies, and tools to analyze and visualize data.</p><p> Enhanced data profiling, mapping, lineage tracking, and metadata management processes.</p><p> Gained functional exposure to Cerner Millennium workflows, supporting efforts to align data definitions and quality metrics with clinical documentation practices.</p>
Project Intern
<p>Observed and documented Cerner Millennium clinical workflows to identify and extract critical discrete data items essential for system functionality and enterprise architecture.</p><p> Gained hands-on experience with system-specific workflows as an intern, focusing on the extraction of key data elements and functionalities within the Clinical Information System.</p><p> Contributed to the documentation and identification of data elements from process flows, aiding in the development of a system architecture template for optimizing future system designs.</p>
Data Analyst Intern
<p>Collected, cleaned, and prepared data from PostgreSQL, APIs, and CSV files using SQL and Python for ETL and analysis.</p><p> Conducted exploratory data analysis (EDA) using Python (pandas, NumPy, matplotlib, seaborn) to identify patterns, trends, and outliers in the data.</p><p> Developed 10+ projects, designed interactive Power BI dashboards with KPIs and trends, using DAX measures and dynamic filters to enhance insights and customize user experience.</p>
Freelance Data Analyst
<p>Designed SQL queries and Power BI dashboards for projects, improving data visibility.</p><p> Cleaned and prepared datasets using Python and Excel for reporting and insights.</p><p> Delivered actionable data reports and visualization metrics for clients.</p>
Data Analysis and Reporting Faculty
<p>Managed accreditation-related data collection, validation, and reporting, ensuring timely submission of accurate compliance reports.</p><p> Managed SQL and Oracle databases to structure and maintain academic data on rubrics, course content, and evaluation metrics with strong data integrity.</p><p> Handled research and institutional datasets, conducted data cleaning, analysis, and visualization using Python (Pandas), Power Bi and SQL.</p><p> Extracted, processed, and visualized engagement and performance data from internal systems (e.g., LMS), supporting data-driven planning, compliance, and continuous improvement efforts.</p>
Data Analysis and Reporting Faculty
<p>Managed SQL and Oracle databases and guided database projects using MySQL and PostgreSQL to maintain academic data models and ensure data integrity.</p><p> Developed and automated Python workflows to analyze trends in attendance, performance analysis, and engagement for timely academic reporting.</p><p> Performed data analysis and created visual reports using Python and Excel to support curriculum decisions and institutional improvement.</p>
PROJECTS
Physicians on call look up schedule
<p>Projects</p><p>On-Call Schedule Dashboard (Power BI): Developed an interactive Power BI dashboard to automate on-call physician scheduling using dynamic date, time, and shift filters, enabling nursing staff to quickly identify the assigned physician and contact details while improving operational efficiency.</p><p>Emergency Department Performance Dashboard: Built interactive Power BI dashboards to monitor key performance indicators (KPIs), including patient volume, waiting times, length of stay (LOS), triage performance, admissions, and consultations, supporting operational and clinical decision-making.</p><p>Healthcare Data Analysis & Reporting: Analyzed large-scale emergency department data using SQL, Python, and Excel to generate automated reports, identify trends, monitor performance metrics, and provide actionable insights for management.</p><p>Report Automation: Automated recurring reporting processes using Python, VBA, and Excel, reducing manual effort, improving data accuracy, and significantly decreasing report preparation time.</p><p>Tools & Technologies: Power BI, SQL (Cerner), Python (Pandas, OpenPyXL), Microsoft Excel (Advanced Excel, Pivot Tables, Power Query, VBA), SAP BusinessObjects (SAP BO), DAX, Data Visualization, Data Cleaning, Dashboard Development, KPI Reporting, ETL, and Microsoft Office Suite.</p><p></p>