work
llm/vlm post-training & evaluation, coding agents (2023 - )
google
llm distillation, search query understanding, entity relationship mining (2019 - 2023)
representation learning of syntax for llms (2018 - 2019)
reinforcement learning in a game engine (2018)
training autonomous robots in simulation (2018)
amazon
deep learning framework for speech recognition (2017)
code generation, fault localization (2015 - 2018)
projects
(figma, 2025)
(figma, 2025)
image to design
(figma, 2024)
(figma, 2024)
(figma, 2024)
(google, 2024)
(google, 2021)
(uw nlp ,2019)
(unity, 2018)
(nvidia, 2018)
(uw nlp, 2017)
(uw plse, 2015)
publications
(master's thesis, 2019)
(technical report, 2017)
(icse, 2017)