نبذة عني
Data analytics and business intelligence professional with 7+ years of experience across banking and financial services. Experienced in building BI dashboards, data models, ETL pipelines, and automated reporting for opera…
Data analytics and business intelligence professional with 7+ years of experience across banking and financial services. Experienced in building BI dashboards, data models, ETL pipelines, and automated reporting for operational, financial, portfolio, and financial-crime analytics. Hands-on with Power BI, SQL, Python, Azure, and Databricks, with experience improving data quality and reporting across multi-country and multi-bank environments. Skilled in KPI analysis, customer and transaction segmentation, transaction monitoring, AML threshold tuning, and stakeholder collaboration.
الخبرة
COMPLIANCE MANAGER – MIS AND REPORTING
<p>Maintained 100% on-time submissions with zero breaches across UAE Central Bank, MOF FATCA/CRS, and law-enforcement reporting.</p><p> Managed IEMS alerts, CIRs, and Law Enforcement Authority requests with zero overdue actions; automated reporting workflows to reduce report initiation and turnaround time.</p><p> Developed and optimized Compliance MIS, consolidating dashboards and KPIs across AML, KYC, sanctions, regulatory compliance, and monitoring for senior management and Board reporting.</p><p> Enhanced data integrity through validation and quality controls; oversaw ETL and API integrations with core banking, utilizing transaction analytics to investigate alerts and financial-crime risk.</p>
INTERNAL AUDIT MANAGER - AUDIT ANALYTICS
<p>Automated testing and monitoring across the UAE, Egypt, Jordan, and South Africa; built Power BI and Qlik dashboards to surface KPIs, anomalies, and financial and operational trends.</p><p> Created data models and Azure data-lake mapping routines for cross-border transaction feeds, strengthening reporting accuracy and traceability.</p><p> Used SQL, Python, Power BI, ACL, and Azure to scale analytics; partnered with compliance teams on AML scenario testing and trained teams in BI and analytics tools.</p>
POWER BI DEVELOPER
<p>Calibrated AML thresholds using Power BI and Python statistical models to improve detection precision and reduce alert fatigue. Documented data lineage for transaction monitoring.</p><p> Developed executive dashboards and KPI reporting, applying typology analytics, risk ratings, and scorecards to support financial-crime detection and KYC risk management.</p><p> Led data governance improvements and FATCA/CRS reporting analysis, improving data accuracy by 50% and increasing process automation efficiency by 40%.</p>
SENIOR BI ENGINEER
<p>Led team of five analysts and developers on analytics projects; trained colleagues in handling large datasets to improve project outcomes.</p><p> Automated analysis and ensured database consistency with Python and SQL; optimized indexing and queries, supported transaction-monitoring UAT, and resolved production issues across 130+ branches.</p><p> Developed Tableau dashboards, T-SQL procedures, SSIS ETL; integrated transaction segmentation into reports for 130+ branches.</p>
RISK DATA ANALYST
<p>Produced transaction-monitoring risk heatmaps by business unit, product, and geography; assessed scenarios and transaction typologies for compliance with regulatory requirements.</p><p> Analyzed portfolio (IScore) and transaction risk to inform risk prioritization and facilitate emerging-risk reviews.</p><p> Coordinated analysis with stakeholders, gathered internal and external risk data, and facilitated UAT and risk-awareness workshops.</p>
DATA INTEGRATION SPECIALIST
<p>Improved integration speed by 30% and reduced data errors by 25% by standardizing transaction feeds for 200+ banks across Africa and the Middle East.</p><p> Embedded ETL quality checks and automated daily transaction-log validation, reducing false alerts by 25% and streamlining manual host-monitoring work by 40%.</p><p> Optimized SQL queries and algorithms, enhancing query performance by 50% for efficient daily host monitoring using Tableau and Power BI.</p>