Dr. A. Rosa Castillo has been working many years as Software Engineer until she fell in love with Data Science. In 2018 got her first role as an AI Engineer and now is currently working as a Data Scientist. She has completed different Data Science and Deep Learning certifications, and is an active member of the tech community giving talks and organizing events as well. Between her strengths it is worth to mention a strong analytical thinking with focus in algorithm-optimizations, research experience and motivation to solve difficult challenges. Besides, she is a communicative, social and perfectionist person, both reliable and creative at the same time. In my talk I'll focus on potential traps while developing software for healthcare. I'll highlight strengths of engineers and leaders to focus on to be successful in the space. The talk will cover the key challenges that women currently face in getting to leadership positions within the technology sector and what strategies women should implement to address these challenges and accelerate their growth.