WasteWatch DSS
Decision support system for Blantyre City Council using DBSCAN to optimize waste collection.
FastAPINext.jsLeafletScikit-learn
Featured Projects
Bridging the gap between climate science and technology through data-driven research and geospatial intelligence.
Climate Risk Scoring Dashboard
A data-driven dashboard measuring climate vulnerability across Malawi's 28 districts using NASA real-time weather data and IPCC risk frameworks.
pythonstreamlitnasa-power
Global Carbon Emissions Tracker
Interactive world map visualizing CO₂ emissions per capita across countries from 1990-2020. Built with Streamlit and Plotly, featuring dynamic year selection, global choropleth maps, and top emitters analysis. Data sourced from World Bank ESG indicators.
PythonPandasPlotlyStreamlit+1
Climate Change Adaptation Finance in Malawi
Analyzed MWK 16B+ in climate finance across 48 projects (2018-2023). The study revealed an 85% reliance on international grants, highlighting the urgent need for better domestic resource mobilization policies.
PythonExcelQGISMAXQDA
Assessing Gender Bias in Graduate Admissions
Re-examined UC Berkeley's admissions data to demonstrate Simpson's Paradox. The project illustrates how aggregate data can conceal underlying biases, emphasising the importance of granular analysis in social research.
PythonLogistic RegressionStatistical Analysis
Femanalytica-DataCamp Projects
Through the Femanalytica-DataCamp Scholarship, I completed several data analysis projects. I've featured 6 of them on my GitHub with detailed write-ups. View the project highlights below, or tap the icon in the bottom right to explore the full repo.
PythonPandasSeabornNumpy+1
Historical Temperature Trend Analysis
Analyzed historical warming trends across Malawi and compared them against future climate projections from the MIROC6 model to evaluate differences between observational data and model outputs.
PythonExcelData VisualizationStatistics
Earth Energy Balance
A tool I wish I had back in my undergraduate days. It helps visualizing the earths energy balance and provides a foundation for understanding how models work in the background. It serves as a great learning tool for those looking to explore the earths energy balance.
PlotlyStreamlitPython
Malawi Weather App
A professional, Python-based climate analytics application built with Flask and Tailwind CSS. Designed to monitor real-time weather conditions across major Malawian cities with a premium, glassmorphism UI.
PythonHTMLFlaskRender