Projects for a High School Student

Hello! I am nearing my last years in high school and I am really interested in chemical engineering. What are some projects I could do to have an advantage when it comes to a field I'm interested in? Petroleum or waste water management has been piquing my interest these past few months and would love to start building my portfolio early. Thanks!