Pumlani/Youth-unemployment-data-cleaner

Python script to clean messy CSV data on unemployed youth in South Africa. # 👋 Hi, I'm Pumlani Masebe I'm a GIS Software Developer with a strong background in coding, data cleaning, and civic tech solutions. I combine geospatial thinking with Python, JavaScript, and automation tools to solve real-world problems. ## 🔧 Featured Projects - Youth Unemployment Data Cleaner Python script that cleans and structures messy CSV data about unemployed youth in South Africa. Includes phone formatting, province standardization, and real-world reporting logic. ## 💼 Skills - **Languages:** Python, JavaScript, TypeScript, HTML, CSS - **Frameworks & Tools:** ExpressJS, Bootstrap, Simple Grid, ArcGIS, TNT software, pandas, Git - **Workflows:** Agile, Test Driven Development, Data Analysis, Team Collaboration - **Soft Skills:** Public Speaking, Self-Taught Growth, Remote Work Readiness ## 🎓 Education & Certifications - BSc in Geology & GIS — University of Fort Hare, 2019 - Full-Stack Developer (Agile Bootcamp) — codeX, 2018 - YES4Youth GIS Internship — Chris Hani Development Center, 2023–2024 - NYDA Start Your Business Certificate ## 🌍 Based in 📍 Butterworth, Eastern Cape, South Africa 💬 Looking for remote internships, entry-level software/GIS roles, or freelance projects ## 🔗 Connect with Me - LinkedIn - GitHub - 📧 pumlanimasebe89@gmail.com