Head of Machine Learning
Kite
Apr 2017 - Jun 2021 (4 years 3 months)
Built ML tech and team from 0-1 and scaled the user base to half a million monthly active developers.
I worked directly with the rest of the leadership team to research, plan, execute, and deliver novel product experiences. I pitched the technical vision for Kite to series A investors, helped pitch the engineering team to potential acquirers, and advocated for, and oversaw, our transition from classical ML to deep learning.
My team specifically focused on combining machine learning and program analysis techniques to learn high-level semantic representations of source code to enhance developer productivity through various product experiences (autocomplete, bug detection and correction, documentation generation, and code search). I built