Akshat Kaul

In this engaging discussion, Akshat Kaul, Head of Data Science and Machine Learning at Redfin, shares his expertise in leveraging machine learning to transform the real estate industry. He delves into the evolution of Redfin’s ML capabilities, emphasizing innovative applications like price estimation and property recommendations. Akshat also introduces Redeye, their internal platform for modeling, and discusses how cloud services are reshaping their ML deployment. Additionally, he reflects on how the pandemic has influenced buyer behavior and future ML strategies.