Writing
Poetry, stories, articles, personal research and what I learn building things.
Making ThreatSketch feel like Microsoft's Threat Modeling Tool
ArticlesHow I joined a classmate's open-source project and spent a few days closing the feature gap with the original Windows app.
One million nets, fifty districts, and a lot of missing data
ArticlesWhat my team and I learned trying to decide where Ghana's bed nets should go when the data is thin, skewed, and missing in the places that matter most.
Building AgroConnect
ArticlesOver five days, four of us built and shipped an offline-first app for registering farmers in rural Ghana.
Experimenting with Language Models
ArticlesBuilding an n-gram language model for Ewe from scratch, testing when n-grams beat neural models, and adapting small LLMs to health and agriculture.
Four weeks of testing a local GraphRAG pipeline
ArticlesOver four weeks and about $300 in rented GPU time, I ran ten rounds of experiments on Orb's local question-answering pipeline. The biggest gain came from a reranker bug, not a strategy.