LYNNE ADHIAMBO OUMA |

- Processed and analyzed high-resolution satellite imagery and geospatial data to assess environmental factors linked to resource-based conflicts.

- Developed automated R workflows to streamline large-scale raster data analysis and reduce processing time.

- Conducted spatial analysis using ArcGIS, QGIS, and R to identify links between environmental stress indicators and conflict incidents.

- Collaborated with analysts to integrate earth observation data with field research, producing insights for conflict prevention .

- Managed and analyzed large geospatial datasets from multiple sources including Sentinel-2, Landsat, and conflict databases (ACLED).

- Designed and implemented quantitative research methodologies to evaluate relationships between environmental factors and conflict dynamics.

- Conducted spatial data collection, management, and analysis to support road infrastructure planning and maintenance projects.

- Updated and maintained the geospatial database of the national highways network using GIS tools like ArcGIS and QGIS.

- Performed spatial analysis to identify suitable routes for new road projects, considering environmental, social, and economic factors.

- Assisted in preparing detailed maps and reports for various stakeholders, ensuring accuracy and clarity.

- Collaborated with engineers and planners to integrate geospatial insights into road project designs and plans.

- Supported field teams with GPS data collection and provided troubleshooting assistance for data accuracy issues.

- Early Warning & Risk Anticipation: Monitor environmental and resource-related indicators (climate, water, food security) using satellite data and advanced analytics to detect early signs of conflict before escalation

- Integrated Risk Assessment: Analyze the interconnected relationships between systemic trends (climate change, geopolitical tensions), sectoral vulnerabilities (resource systems), and conflict risk to provide comprehensive understanding of how resource pressures lead to political violence

- Technology-Enhanced Conflict Prevention: Synthesize cutting-edge geospatial technology (satellite monitoring, machine learning, data analytics) with field intelligence from Crisis Group's global analyst network to transform environmental data into actionable strategic foresight for policymakers and conflict prevention strategies.

- Assess both the natural and anthropogenic factors that exacerbate the risk of landslides.

- Modelled landslide susceptibility areas using Random Forest Machine Learning model.

- Evaluated the impacts of landslide events on people, agriculture,infrastructure (roads, bridges and schools) and human settlement.

- Extracted environmental factors influencing maize crop performance and extract seasonal phenology using Remote Sensing.

- Simulated and predicted maize yield using DSSAT‑CERES crop simulation, and SVM model.

- Assessed crop sensitivity and resilience to environmental changes .

- Bachelor of Science (B.Sc Geospatial Information Science & Remote Sensing).

- project: Modelling and Assessing Socio‑Economic Impacts of Landslide using Machine Learning.

- Relevant courses: Spatial Deep Learning, Project Management,GIS Programming ,Spatial Analysis, Web Mapping, Digital Image Analysis, Digital Image Analysis ,Spatial Planning ,Object Oriented Programming, Remote Sensing, Geophysical Environment, Surveying.

- Certification in Full Stack Developing, Quality Assurance, and Quality Engineering (QA/QE).

- Built multiple web applications using React, Node.js, Express, and MongoDB with RESTful APIs.

- Learned and practiced Software Testing concepts including Unit Testing, Integration Testing, and End‑to‑End (E2E) Testing using Jest, Mocha,and Cypress.

- Gained exposure to Continuous Integration/Deployment (CI/CD) workflows using GitHub Actions and deployment tools like Render or Vercel.

- Designed and tested scalable database schemas with MongoDB,performing CRUD operations and aggregation queries.

- Developed frontend components with React, using best practices for state management, UI/UX, and responsive design.

- Practiced Version Control using Git & GitHub, including branching, pull requests, and conflict resolution.