Carl Ward is an expert in machine learning who has worked on a wide variety of projects including computer vision, audio classification and anomaly detection at Edge Impulse (a Qualcomm company). He has a decade of data science experience across a breadth of fields ranging from stem cell biology to industrial sensor data. As part of the research team at Edge Impulse Carl works on testing and building machine learning algorithms, analysing customer data and adding features to the product to help users achieve great results.