Manimala enjoys solving problems that bring a real positive change in the world. She is a data and Applied AI evangelist. She speaks at industry conferences and is the author of business publication in Harvard Business Review. She deployed Knowledge-based AI product for railway freight automation back in early 2000 and contributed to an open source library of NASA. Her experience spans product management, engineering and startup consulting. Recently as a Product Manager at Honeywell Digital, she has brought Z21 products to market. She holds an MBA from University of California, Berkeley. Outside software, she loves visual and performing arts, reading, outdoor sports, and travel.