Open to opportunities

umulkheir Gulia

@umulkheirgulia

Message

Healthcare Data Scientist who improves EMR and radiology analytics into decision-ready insights.

United States

Message

What I'm looking for

I’m looking for a healthcare-focused role where I can apply data science and clinical data quality expertise to build KPIs, predictive models, and workflow analytics—communicating clearly with stakeholders and driving measurable operational improvement.

I’m a healthcare-focused Data Scientist and Clinical Data Analyst with 5 years of experience translating complex clinical and operational datasets into decision-ready insights. I strengthen data reliability by validating and reconciling EMR records weekly, reducing missing/incorrect clinical records by 10–15% while ensuring compliance-ready reporting.

I’ve also worked at the workflow level in radiology—tracking order-to-scan and scan-to-report metrics to identify bottlenecks, capacity pressures, and performance gaps. By standardising workflow documentation and aligning system practices, I improved consistency and reporting accuracy, turning radiology operations data into measurable staffing and service-planning improvements.

In parallel, I build end-to-end analytics and machine learning solutions with reproducible workflows (Jupyter Notebooks, GitHub version control) and stakeholder-ready communication. From healthcare data quality and KPI development to bioinformatics projects like RNA-Seq pipelines and genomic variant prioritisation, I focus on process improvement, clear reporting logic, and practical outcomes.

Experience

Work history, roles, and key accomplishments

Current

Data Science Consultant Intern

Current

Amdari

May 2026 - Present (1 month)

Collaborate on end-to-end data science projects, from business problem definition and EDA to predictive modeling and results communication. Build reproducible analytical workflows and interactive dashboards using Python/SQL and Power BI/Tableau.

Python SQL Pandas NumPy Machine Learning predictive modeling Power BI Tableau Jupyter Notebooks GitHub

Current

Data Analyst - Operations Analytics

Current

United Trucking LLC

Feb 2026 - Present (4 months)

Analyzed fleet operational datasets to identify performance trends, utilization patterns, inefficiencies, and cost drivers. Built KPI tracking frameworks and structured Excel reporting models to improve reporting accuracy and reduce manual effort while strengthening operational decision-making.

SQL Advanced Excel KPIs Data Cleaning Data Validation Performance Monitoring Process Improvement

Clinical Informatics Analyst

University of Delaware Student Health Services

Jan 2025 - Feb 2026 (1 year 1 month)

Validated and reconciled hundreds of clinical EMR records weekly to ensure data integrity for compliance and healthcare operations. Reduced missing and incorrect records by 10–15% and delivered recurring operational, compliance, enrollment, and public health reports for administrative decision-making.

Data Reconciliation Data Integrity Root Cause Analysis Healthcare Reporting Compliance Reporting

Radiology Systems Specialist

Reliance Hospital Limited

Sep 2021 - Jun 2024 (2 years 9 months)

Analyzed imaging operations to evaluate utilization, turnaround time, capacity pressures, and radiology service performance. Tracked order-to-scan and scan-to-report metrics to identify bottlenecks and improve staffing and service planning through data-driven reporting.

Order To Scan Metrics Scan To Report Metrics Bottleneck Identification KPI Reporting

Lead Imaging Technologist

Mandera County Referral Hospital

Sep 2020 - Jun 2021 (9 months)

Oversaw data quality, documentation accuracy, and compliance across imaging workflows to support reliable clinical records and operational reporting. Supervised 5–10 staff and reinforced standardized procedures and quality checks to improve workflow performance and service delivery.

Data Quality Assurance Compliance Oversight Staff Supervision Process Improvement Operational Reporting