work
llm & vlm post-training for design, design text and image embeddings (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
image to design
(2024)
(2024)
(2024)
(2019)
(2018)
(2018)
(2017)
(2015)
publications
(master's thesis, 2019)
(technical report, 2017)
(icse, 2017)