
UKUNZE Abigael
About Candidate
Location
Education
Advanced in data science, statistical analysis, machine learning, mathematical modelling, and data-driven problem-solving.
Training in electronics, telecommunications, mathematical analysis, engineering systems, and technical problem-solving.
Work & Experience
- Analyze operational and financial data using Python and statistical techniques to support evidence-based decisions. - Clean, validate, and consolidate data from multiple sources, ensuring data quality and accuracy. -Lead data-driven analysis within Intelligent Transport System (ITS) initiatives for fleet tracking, operational monitoring, and fare-evasion detection, supporting evidence-based management decisions. - Develop interactive dashboards and reports to monitor fleet performance, revenue, expenses, and key performance indicators. - Apply statistical and machine-learning methods to identify trends and support predictive analysis. - Design digital data-collection workflows and validation rules to improve data quality.
- Designed and implemented monitoring, evaluation, and learning (MEL) frameworks, results frameworks, and performance indicators. - Conducted baseline assessments and routine monitoring while ensuring data quality and integrity. - Developed interactive dashboards using Looker Studio to support evidence-based decision-making. - Improved digital data-collection systems using KoboToolbox. - Prepared analytical reports and learning briefs for organizational leadership, donors, and programme partners.
- Designed and implemented data analytics systems to monitor market flows and diet-quality indicators across Rwanda. - Managed large datasets and applied quality-assurance procedures to maintain data integrity. - Developed analytical scripts and automated reporting workflows using R. - Collaborated with monitoring, evaluation, and learning teams to improve data-collection methodologies and indicator tracking. - Translated complex datasets into actionable insights for stakeholder reporting and decision-making.
- Participated in field data collection and environmental monitoring research on Lake Kivu. - Cleaned, validated, and analyzed environmental datasets using statistical techniques. - Prepared monthly analytical reports documenting data quality, trends, and research progress.
- Supervised field enumerators and supported research on youth awareness and uptake of HIV-testing services. - Collected, verified, and managed survey data using KoboCollect and Google Forms. - Ensured consistent data-collection standards across field sites and prepared reports to support programme monitoring.
- Led mixed-methods research on customer behaviour and service-delivery quality. - Supervised field data collection and coordinated enumerators across Kigali, Huye, and Rubavu. - Collected, verified, and managed survey data using KoboCollect and Google Forms. - Prepared field reports and ensured data consistency to support research and programme reporting.