Rispah Karwirwa

I’m an Analytical Software Developer and an Instrumentation & Control Engineering graduate focused on building modern web applications and solving complex technical problems. I also leverage AI tools to improve productivity, research, and software development workflows.

In my freelance work, I design, develop, and deploy responsive frontend and full-stack applications using React, Next.js, TypeScript, Vite, and Tailwind CSS. I integrate REST APIs, Supabase, and Sanity CMS into production-ready apps, optimize performance and accessibility, and work directly with clients to translate business requirements into scalable solutions. I also review, refine, and validate AI-generated code and content before production deployment, while maintaining organized project documentation and technical writing.

Throughout my software development and independent projects, I use Large Language Models for evaluation and research—assessing factual accuracy, logical consistency, clarity, and completeness. I create structured prompts, iteratively refine outputs through prompt engineering and human review, synthesize findings from multiple sources, and identify inconsistencies or reasoning gaps. I’m passionate about improving AI systems through thoughtful evaluation, structured reasoning, and high-quality human feedback.