As an Information Management Officer at UNDP for the LCRP project, I manage data for the Social Stability and Livelihoods sectors, as well as the Tension Monitoring System (TMS). My duties include supporting project teams with data analysis, quality control, and maintaining large datasets. I collaborate with partners to ensure proper reporting, develop training materials for the ActivityInfo platform, and create visualizations, infographics, and maps using ArcGIS and Adobe Illustrator. Additionally, I design and publish Power BI reports to facilitate data-driven decision-making.I provide technical support through advanced Excel automation and VBS coding, and assist in survey initiatives using Kobo, Microsoft Forms, and Google Forms. I also analyze survey responses and identify trends, contributing to decision-making. My role includes managing virtual meetings on Zoom and Teams, ensuring smooth facilitation, including breakout rooms and interpretation. I work closely with sector leads to ensure accurate data analysis on the impact of intra-Lebanese tensions.Key achievements include producing monthly and quarterly reports, tension briefs, and hotspot maps. I developed Power BI dashboards that visualize sector outputs using cadastral maps, updated monthly. I played a significant role in increasing partner reporting through training and guideline development. Additionally, I manage the ARK Perception Survey dashboard, generating and updating tension maps regularly.I also designed advanced Excel sheets for data cleaning and analysis, facilitated data collection for MSMEs and cooperatives, and created a public Power BI dashboard for this data. Moreover, I contribute to social media monitoring, integrate Age, Gender, and Diversity perspectives into sector initiatives, and maintain sector contact lists to ensure smooth data sharing with partners. My work focuses on enhancing data accuracy and collaboration with local and international partners.

As part of the Disaster Risk Management unit under the Federation of Municipalities of Saida Zahrani, I managed data across 16 municipalities during the COVID-19 pandemic. My key duties included developing a comprehensive data management system to track cases, coordinating data flow between municipalities, the governorate, and other central authorities, and producing daily and weekly reports on the pandemic's evolution. I designed a live ArcGIS Hub platform for real-time updates and performed spatial analysis of COVID-19 data for each municipality.I also developed a data management strategy to ensure continuous data sharing and collaboration between the federation and municipalities. This included implementing deep learning models for data classification, conducting risk assessments using ArcGIS, and creating vulnerability assessments based on multiple indicators. In addition, I automated data sharing through online platforms and trained municipal staff on data collection and analysis tools.Key achievements include the development of a live COVID-19 tracking platform and a centralized database for emergency responses. I coordinated a task force across all municipalities to enhance communication and developed contingency plans, including resource mapping and risk assessment maps. My work involved regular reporting, creating clean geodatabases, and ensuring that standardized formats were used for reports and presentations. Additionally, I provided training to ensure that partners and stakeholders were proficient in primary data collection and analysis tools.Tools used include ArcGIS Pro, Power BI, Microsoft Excel, Google Sheets, MySQL, and Python scripting, ensuring efficient data management and visualization throughout the crisis response. This work enhanced the federation’s disaster management capacity and improved coordination and data-sharing mechanisms across the municipalities.

As a GIS Manager at the Municipality of Saida, in partnership with UN-Habitat's Regional Technical Office, I was responsible for managing GIS and data activities, particularly for the Cultural Heritage Project. My duties included designing surveys, managing data collection systems, mapping infrastructure, and conducting risk assessments for areas like the Saida Industrial Zone. I also linked population data to building distributions and mapped active projects in the region. I worked on georeferencing old maps, digitizing CAD maps, and conducting field surveys, including fire hydrant mapping. I conducted vulnerability assessments for hotspots and managed data for distributing vouchers to 30,000 beneficiaries. I also provided training to local NGOs in data collection, while coordinating with Information Management Officers to ensure accurate data flow between municipal teams and NGOs.Key achievements include the creation of a centralized data management system and a multi-layer GIS database for the municipality. This facilitated better coordination between departments. I developed reports, such as a detailed analysis and recommendation for Souks distribution, and established a data collection system to maintain updated datasets. Additionally, I improved coordination between local NGOs and the municipality by creating an effective data-sharing mechanism.The tools I used include ArcGIS Pro, Power BI, Microsoft Excel, Google Sheets, MySQL, and Python scripting, which were essential for managing datasets, generating visualizations, and producing reports. Overall, I played a critical role in centralizing data management and improving efficiency across the municipality’s departments and partner NGOs.

As a Data Analyst Assistant at the Hariri Foundation for Sustainable Human Development, I supported the data analysis team by managing and analyzing geospatial data, implementing surveys, and generating reports. I utilized various tools such as ArcGIS Desktop, Microsoft Excel, and Python scripting for data cleaning, visualization, and deep learning analysis. My role was key to producing data-driven insights that supported sustainable human development projects.My duties included managing geodatabases, visualizing geo-data, designing and analyzing surveys, conducting spatial analysis, and integrating various datasets. I also ran Python scripts for web scraping, data cleaning, and visualization, and created infographics and reports. A key focus of my role was using ArcGIS Pro to conduct spatial analysis and deep learning models to help identify trends.Some of my key achievements included training youth on data visualization techniques, creating advanced GIS maps, and delivering cleaned and ready-to-use datasets that influenced decision-making processes. I played an important role in centralizing and structuring data, ensuring that the data was easily accessible and efficient for various stakeholders. I also coordinated with different stakeholders to implement proper data-sharing strategies.Additionally, I contributed to monitoring and evaluating data structures, generating clear and insightful reports, and producing graphical and map-based data visualizations. Through my work, I ensured that the organization had the necessary data to inform their sustainable development initiatives and helped streamline data management processes for better efficiency.Tools used include ArcGIS Desktop, Microsoft Excel, Microsoft Access, Google Sheets, and Python scripting. Overall, my role significantly contributed to better decision-making, more efficient data handling, and training of team members and youth in data analysis and visualization techniques.