Semba has developed interest ina data science with focus on developing tools and algorithms for automated spatial and non-spatial analysis in oceanography. Semba possess proficiency in various programming languages such as – MATLAB, Python, Observable JavaScript, and R. Leveraging my programming skills, I have developed a diverse range of tools, algorithms, and analytical workflows that streamline the organization, management, analysis, and modeling of data. By harnessing these languages, I am able to automate data processing and analysis tasks, as well as generate comprehensive reports in different formats such as LATEX, PDF and HTML.
Notably, the scripts and tools I create are intended for reproducibility of data analysis workflows, produce insights form data that bolster informed decision-making processes. Semba also take pride in open sharing of analytical codes that can be found at his platforms such as blog[https://semba.netlify.app/], website [https://lugoga.github.io/semba-quarto/] and github[https://github.com/lugoga/], allowing the public to freely access and utilize these resources.