Shani spent a decade analyzing data, doing software implementation for a B2B SaaS, web development and programming. Self-taught in Swift before switching to Python, she’s turned her knack for problem-solving and tutoring others in STEM subjects to hacking a book meant to help others get unstuck from tutorial hell. From cleaning data to creating AI agentic crews to building micro SaaS products, “Python for Doers” is her no-fluff take on coding—born from real self-study habits and practical experience—and was written to get you building fast.