A highly motivated and results-driven Data Analysis Lead with over a decade of experience in transforming educational institutions into data-driven environments. I have a proven track record of leveraging data to enhance teaching and learning quality, leading to measurable improvements in both internal and external assessments. With expertise in strategic data management, educational analytics, and digital platform optimization, I am committed to driving continuous improvement and excellence in education.
Overview
15
15
years of professional experience
1
1
Certification
Work History
Data Analysis Lead / External Benchmark Assessment
Al Nahda National School-Girls
Abu Dhabi, United Arab Emirates
08.2021 - Current
Leading Data-Driven Change: At Al Nahda School, I’ve been at the forefront of a significant transformation, helping the institution embrace a data-driven approach. By assembling and guiding a dedicated data team, I’ve ensured that data is at the heart of every decision we make, leading to more informed and effective strategies.
Innovative Assessment Development: I designed and implemented a cutting-edge mark book system that aligns with international standards like PISA and TIMSS. This system isn’t just about grades—it’s about providing deeper insights into student learning by breaking down assessments into knowledge, application, and reasoning components, much like Bloom’s Taxonomy.
Creating a Shared Data Culture: One of my proudest achievements has been cultivating a common data language among the staff. This shift has unified our approach, ensuring that every educator is on the same page when it comes to using data to drive student success.
Achieving Measurable Success: My work has led to noticeable improvements in student performance, recognized by external bodies like ADEK and CIS/NEASC. These improvements didn’t just happen—they were the result of carefully crafted, data-driven strategies that I helped implement across the school.
Expanding My Role: After demonstrating the impact of our data initiatives, I was promoted to oversee external benchmark assessments and attendance reporting. I’ve focused on enhancing student attendance through data analysis and improving how we report and act on that data.
Enhancing Digital Tools: Managing the school’s digital platforms has been another key area of my role. By continuously analyzing how these tools are used, I’ve been able to implement changes that maximize their effectiveness, ensuring they contribute positively to our students’ learning experiences.
Data Analyst/School System Officer
Al Ittihad National Private School
Abu Dhabi, UAE
05.2017 - 08.2021
Driving Academic Success Through Data: At Al Ittihad National Private School, I focused on analyzing and interpreting student data to guide instructional strategies. My detailed reports helped shape educational practices and were crucial during inspections and accreditations, such as those conducted by NEASC, Advanced Ed, and ADEK.
Managing MAP Assessments: I led the MAP testing process from start to finish, ensuring that the data gathered was both accurate and actionable. This allowed us to make informed decisions that benefited both students and educators.
Streamlining School Systems: I played a key role in administering and refining the school’s management systems, ensuring that data entry, verification, and reporting processes were as efficient and accurate as possible. My work included providing technical training to staff, ensuring they were equipped to use these systems effectively.
System Administrator
Ittihad Private School-Jumeira
Dubai, UAE
02.2014 - 05.2017
Administrator of the school management system working to ensure that the system is kept working in an efficient manner and making sure the database is up-to-date and meeting the requirements of all the departments
Coordinating with the Academic teams to set the marks entry screens and criteria for all subjects
Assign and update student's required and elective courses and make changes when requested while maintaining file records for the student's marks
Maintain a precise workflow for activating/deactivating bins for attendance, terms marks breakdown, enrollment, and registration to ensure reports and information is correct and up-to-date
Assist the supervisors in adapting the system to meet specific requirements by creating custom fields and screens.
Leading Technical Projects: At SSS-Process, I led the development of SharePoint portals and business processes for high-profile clients, including the Royal Saudi Air Force and Jordan Customs. My role combined technical leadership with business analysis, ensuring that projects met both client needs and technical specifications.
Supporting Business Development: In addition to my technical responsibilities, I contributed to the company’s business development by participating in proposal writing and bid management, helping to secure key contracts.
Education
MicroMaster - In Progress - Statistics And Data Science
MITx
USA
B.Sc. Mathematics -
University of Jordan, High School - Scientific Field
Certification
Basic Data Analysis for School Improvement - Advanced Ed
Excel for Data Analysis and Visualization - edx
Microsoft Office SharePoint Server 2007, Configuration(MCTS) - Microsoft
PRO: Microsoft SharePoint 2010, Administrator(MCITP) - Microsoft
Personal Information
Title: Data Analyst
Nationality: Germany
Languages
Arabic
Bilingual or Proficient (C2)
English
Upper intermediate (B2)
Certifications
Basic Data Analysis for School Improvement - Advanced Ed
Excel for Data Analysis and Visualization - edX
Microsoft Office SharePoint Server 2007, Configuration (MCTS) - Microsoft
PRO: Microsoft SharePoint 2010, Administrator (MCITP) - Microsoft
Timeline
Data Analysis Lead / External Benchmark Assessment
<ul><li>Company Overview: Group Company of PUIG, Spain</li><li>Team Leadership & Process Excellence: Organised the transformation of the Finance & Accounts function, establishing performance-driven goals, and embedding a culture of accountability and continuous improvement. Drove operational efficiency through process redesigns, SOP implementation and optimal resource deployment, leading to measurable improvements in turnaround time and accuracy.</li><li>Strategic Partnering with CXOs: Acted as a key advisor to the CEO, CFO, and other CXOs on business planning, pricing strategies, and business model pivots to support scale-up and profitability. Contributed to investor communications with data-backed insights to enhance stakeholder confidence and secure strategic funding.</li><li>Cross-Functional & Global Stakeholder Management: Functioned as the strategic finance business partner to cross-functional heads and the PUIG global finance team, aligning local execution with global financial strategies and compliance requirements.</li><li>ERP Transformation & System Automation: Led end-to-end ERP reimplementation to address system gaps, enforce role-based controls, and automate core finance processes—resulting in enhanced data accuracy, faster reporting and improved internal controls.</li><li>Costing, Inventory & Profitability Optimization: Designed and implemented plant-level costing models to ensure accurate COGS determination. Improved inventory management across pricing, consumption tracking, and aging analysis—enabling better working capital control and cost efficiency.</li><li>Manufacturing Finance & Statutory Compliance: Supervised end-to-end accounting for manufacturing operations and ensured full statutory compliance.</li><li>Financial Reporting, MIS & Profitability Analytics: Delivered accurate and timely monthly MIS reports, including P&L, Balance Sheet and KPI dashboards with deep-dive variance analysis across stores, business verticals, and geographies. Supported board-level decision-making through insightful presentations on financial health and business performance.</li><li>Budgeting, Forecasting & Business Planning: Led the Annual Operating Plan (AOP) and rolling forecasts, ensuring alignment with strategic objectives and market dynamics. Monitored key financial metrics to enable business decisions and proactive cost management.</li><li>Statutory, Internal & Tax Audit Management: Finalized standalone and consolidated financials under Ind AS and IFRS, ensured timely group reporting and compliance with international standards. Delivered clean and timely closures of statutory, tax, and internal audits in coordination with Big 4 auditors. Strengthened audit readiness through pre-audit diagnostics and rectification of recurring control gaps.</li><li>Regulatory Compliance & Risk Management: Ensured end-to-end compliance which includes ROC, RBI, FEMA, Income Tax, GST, Transfer Pricing, DTAA, and Customs. Reviewed cross-border contracts and transactions to ensure arm’s length pricing, accurate TDS application, and proper documentation under Transfer Pricing regulations.</li><li>Commercial Negotiation & Contract Governance: Led commercial negotiations and structured deals with vendors and franchisees. Reviewed key business contracts to ensure financial viability, risk protection, and compliance with regulatory standards.</li><li>Treasury & External Commercial Borrowing (ECB): Managed fund planning and liquidity management including ECB drawdowns, bank negotiations, and interest optimization. Improved working capital cycles through proactive cash flow forecasting and receivables control.</li><li>Internal Controls & Governance Framework: Led organization-wide reviews of internal control systems, identified process gaps, and redesigned or implemented over 40 SOPs and IFCs. Established a governance structure for financial discipline, risk mitigation, and policy compliance across departments.</li></ul> at Kama Ayurveda Pvt. Ltd. & PUIG India Pvt. Ltd.<ul><li>Company Overview: Group Company of PUIG, Spain</li><li>Team Leadership & Process Excellence: Organised the transformation of the Finance & Accounts function, establishing performance-driven goals, and embedding a culture of accountability and continuous improvement. Drove operational efficiency through process redesigns, SOP implementation and optimal resource deployment, leading to measurable improvements in turnaround time and accuracy.</li><li>Strategic Partnering with CXOs: Acted as a key advisor to the CEO, CFO, and other CXOs on business planning, pricing strategies, and business model pivots to support scale-up and profitability. Contributed to investor communications with data-backed insights to enhance stakeholder confidence and secure strategic funding.</li><li>Cross-Functional & Global Stakeholder Management: Functioned as the strategic finance business partner to cross-functional heads and the PUIG global finance team, aligning local execution with global financial strategies and compliance requirements.</li><li>ERP Transformation & System Automation: Led end-to-end ERP reimplementation to address system gaps, enforce role-based controls, and automate core finance processes—resulting in enhanced data accuracy, faster reporting and improved internal controls.</li><li>Costing, Inventory & Profitability Optimization: Designed and implemented plant-level costing models to ensure accurate COGS determination. Improved inventory management across pricing, consumption tracking, and aging analysis—enabling better working capital control and cost efficiency.</li><li>Manufacturing Finance & Statutory Compliance: Supervised end-to-end accounting for manufacturing operations and ensured full statutory compliance.</li><li>Financial Reporting, MIS & Profitability Analytics: Delivered accurate and timely monthly MIS reports, including P&L, Balance Sheet and KPI dashboards with deep-dive variance analysis across stores, business verticals, and geographies. Supported board-level decision-making through insightful presentations on financial health and business performance.</li><li>Budgeting, Forecasting & Business Planning: Led the Annual Operating Plan (AOP) and rolling forecasts, ensuring alignment with strategic objectives and market dynamics. Monitored key financial metrics to enable business decisions and proactive cost management.</li><li>Statutory, Internal & Tax Audit Management: Finalized standalone and consolidated financials under Ind AS and IFRS, ensured timely group reporting and compliance with international standards. Delivered clean and timely closures of statutory, tax, and internal audits in coordination with Big 4 auditors. Strengthened audit readiness through pre-audit diagnostics and rectification of recurring control gaps.</li><li>Regulatory Compliance & Risk Management: Ensured end-to-end compliance which includes ROC, RBI, FEMA, Income Tax, GST, Transfer Pricing, DTAA, and Customs. Reviewed cross-border contracts and transactions to ensure arm’s length pricing, accurate TDS application, and proper documentation under Transfer Pricing regulations.</li><li>Commercial Negotiation & Contract Governance: Led commercial negotiations and structured deals with vendors and franchisees. Reviewed key business contracts to ensure financial viability, risk protection, and compliance with regulatory standards.</li><li>Treasury & External Commercial Borrowing (ECB): Managed fund planning and liquidity management including ECB drawdowns, bank negotiations, and interest optimization. Improved working capital cycles through proactive cash flow forecasting and receivables control.</li><li>Internal Controls & Governance Framework: Led organization-wide reviews of internal control systems, identified process gaps, and redesigned or implemented over 40 SOPs and IFCs. Established a governance structure for financial discipline, risk mitigation, and policy compliance across departments.</li></ul> at Kama Ayurveda Pvt. Ltd. & PUIG India Pvt. Ltd.
Analysis of language assessment data at Delusion and Disorder of the Mind and Brain (Tutorial)Analysis of language assessment data at Delusion and Disorder of the Mind and Brain (Tutorial)
Independent Contractor for Ai Training Data Analysis and Assessment at Appen Inc.Independent Contractor for Ai Training Data Analysis and Assessment at Appen Inc.
Senior Manager | Lead Data Architect – Data Mesh / Data Fabric Adoption Assessment at NTT DATA Services – Japan Business UnitSenior Manager | Lead Data Architect – Data Mesh / Data Fabric Adoption Assessment at NTT DATA Services – Japan Business Unit