At Outlier, I evaluated AI-generated responses against detailed project guidelines, identifying hallucinations, factual errors, and logical fallacies. I also wrote corrected responses and applied statistical reasoning to data-heavy tasks.
Through freelance work on Upwork and Fiverr, I researched, wrote, and edited technical and long-form articles, checking claims against reliable sources and adapting content to client style guides.
For my Interest Rate Modelling project, I analysed loan records with Random Forest and Gradient Boosting models, then turned the results into reports and business recommendations for loan pricing decisions. I’m a final-year Data Science student at Jomo Kenyatta University of Agriculture and Technology, with working skills in Python, SQL, and R.

