Limpho Semakale

I am a software engineering student specializing in machine learning and full‑stack web development, passionate about building intelligent solutions for Africa‑focused challenges. I combine data science expertise with software engineering fundamentals to deliver impactful systems.

I have designed and implemented ML models for healthcare and education use cases, including predictive models that identified at‑risk students with 85% accuracy and dashboards for data‑driven insights. I architect database‑driven systems and prioritize normalized schemas, reducing redundancy and improving performance.

On the web development side, I have built secure, deployed full‑stack applications using Node.js, Express, JWT authentication, and MySQL, following MVC and REST principles. I emphasize security, input validation, and robust API design while maintaining responsive front‑end experiences.

I contribute actively on GitHub, participate in community leadership and mentoring, and continuously upskill through certifications in machine learning, data science, and web development. I thrive in collaborative, agile environments where I can apply technical skills to real‑world problems.