In this insightful and engaging podcast episode, Ryan delves into the captivating journey of Amir, the brilliant mind behind Bio-Conscious. Hailing from a lineage of healthcare professionals, Amir shares his transition into the realm of computer science, machine learning, and AI, driven by a desire to merge healthcare with technology. The narrative unfolds as Amir recounts the pivotal moment when he developed a groundbreaking prototype aimed at predicting and preventing complications in type one diabetic patients. From the challenges faced in data collection and algorithm design to the unexpected twists in partnering with major companies, Amir's story is a rollercoaster of perseverance, innovation, and the relentless pursuit of enhancing patient care through technology. The conversation explores the highs and lows of Bio-Conscious, offering a fascinating glimpse into the world of medical software technology and the transformative potential of predictive algorithms in healthcare.