Hi there, I'm Manan. I'm building domain-specific machine learning systems that understand, reason, and optimize end-to-end against user objectives. My motivation is simple: systems should do more of the hard work, so humans can do more of the meaningful work.
Previously, I co-led infrastructure at Kumo AI, where our team built and scaled graph machine learning systems to predict future properties of entities in large data warehouses.
Outside work, I enjoy playing guitar, listening to all kinds of music, hiking, reading, and drinking a nice cup of coffee. I'm based out of San Francisco.