Jan 2020 – Jan 2022 · 2 yrs

• Built ML infrastructure for the entire autonomy organization at Lyft L5 (acquired by Toyota)
• Distributed deep learning model training framework
• Data infrastructure to build and serve data to all distributed training at Lyft L5
• Built and deployed novel deep learning based perception algorithms (https://arxiv.org/abs/2112.00219)

Jan 2018 – Jan 2020 · 2 yrs · San Francisco Bay Area

• Built ML infrastructure for petabytes of multiomic data, powering ML-based cancer detection (genomics, methylation, proteomics, EHR)
• Led development of internal systems to manage and serve all patient metadata and multiomic features for ML modeling work.

Jan 2017 – Jan 2018 · 1 yr · San Francisco Bay Area

• Worked on Facebook Messenger's monetization and growth team.

Jan 2017 – Jan 2018 · 1 yr · Ithaca, New York Area

Jan 2015 – Jan 2016 · 1 yr

• Talent sourcing for expansion of Southeast Asian eCommerce teams.
• ShopBack has since gone on to receive over $120M more in funding, and is now a Series E startup that ranks amongst the top Singapore startups.

Jan 2012 – Jan 2014 · 2 yrs

• Main battle tank commander, 48SAR