The use of AI algorithms are becoming more prevalent in business, education and medicine. How do people perceive feedback and advice from algorithms? How do we combine human and machine intelligence in new and interesting ways? What do algorithmic biases come from and how do we design algorithms that produce results that are considered fair? We explore these Human-AI interaction questions through different projects.