Today I have the pleasure of speaking with Naida Tania. Naida is entering her final year of undergraduate study at Ontario Tech University, studying computer science with a data science specialization. She has acted as a teaching assistant for the two Programming Workshop courses, teaching C++, at the university, which is where I met her. She has also acted as a peer tutor throughout her university career, providing one-on-one academic support to students. Naida has done internships at IBM, working as a software and backend developer. She is passionate about machine learning, backend development, and DevOps. Naida has worked as an Undergraduate Student Research Fellow, under the supervision of Dr. Jeremy Bradbury. In this capacity, she has worked to study 24 novel machine learning features for binary and multinomial classification of attacks, and to engineer artificial datasets for simulating combined intrusion attacks on CAN Bus in autonomous vehicles. She has been on the President's List over all of her past 3 years at Ontario Tech, and has achieved numerous honours from her time in high school. In this episode, however, Naida and I will be focusing on some of her research from high school. I hope that Naida's high school research endeavours will inspire any younger students listening to take the first step towards their first publication.