About Me

Hi, I'm Emmanuel Khumalo, a Python developer specializing in data analysis, SQL, web scraping, and automation. With over two years of experience, I've worked on projects that turn raw data into meaningful insights, streamline workflows, and automate repetitive tasks. I have hands-on experience with Pandas, NumPy, and Matplotlib for data analysis, using SQL to manage and query databases efficiently. When it comes to web scraping and automation, I leverage BeautifulSoup, Requests, and Selenium to extract, process, and automate web based tasks. I also build interactive dashboards with Streamlit and Plotly to visualize data and make insights accessible and actionable. From building data-driven dashboards to developing custom web automation solutions, I enjoy solving real world problems with clean, efficient code. Whether you need data extraction, processing, visualization, interactive dashboards, or workflow automation, I'm here to help.