A collection of my work at the intersection of Computer Science and Geography. I build systems that leverage Geospatial AI and climate finance to tackle the energy transition and improve access for underserved communities.
Developing GridPath, an AI-assisted electrification analytics tool built with Streamlit, Python, and the OpenAI API, with feedback from SEforALL’s Integrated Energy Planning team. Using Global Electrification Platform / OnSSET scenario outputs for Mozambique, the prototype calculates national and province-level metrics for investment, population, household connections, capacity, and mini-grid settlement clusters, while using an LLM only to explain structured results with clear methodology and guardrails.
Developing a satellite-based auditing tool to monitor and verify methane-reducing agricultural practices. The project is being built as a technical consultation for Shell to improve sustainability in rice farming.
📄 View the Shell Consultation Deck
Developing a predictive risk model for off-grid solar energy adoption. Using Sentinel-1 SAR and NDVI data, the model analyzes vegetation health thresholds to assess financial risk for smallholder farmers.
Working on a lease-to-own model for solar-powered irrigation pumps to aid smallholder farmers in Sri Lanka. Recently named a regional award winner for the Ingenious+ program (April 2026).
Through ArcGIS Pro, I used satellite data to find “hidden markets” for solar energy. By analyzing night-light imagery (NASA) and population maps, I built an automated system to identify off-grid communities in Kenya that are large enough for investment but currently have zero electricity.
🗺️ View the Kenya Solar Investment Map
Selected for the Villars Institute’s Ecopreneurship program focused on systems thinking and regenerative innovation. Collaborating with global changemakers to design scalable solutions in the space of climate.
Remote internship focused on clean energy access and biomass infrastructure in rural Uganda. Alongside my team, I worked on carbon credit certifications for renewable energy sites that would bring electricity to villages.
Wrote a paper to promote the use of AI in predicting solar viability and target subsidies in underserved regions.
At The Knowledge Society, I had the opportunity to work with my peers on consulting projects with Microsoft and Maverick, which is an emerging biotech startup. We were named TKS Global Finalists for our outstanding recommendations.
