Jan 2022 – Jan 2023 · 1 yr · San Francisco Bay Area

• Building the first contextual news search engine.
• Currently in UC Berkeley's Skydeck Pad 13 Cohort 14 Incubator - 2022
• https://dbrief.ai

Apr 2021 – Present · 5 yrs

• I co-lead the NLP Reading group as part of the ML Collective. We hold weekly meetings discussing papers ranging across the different sub fields in NLP. More information about our group can be found here at https://mlcollective.org/wiki/ig_nlp/.

Sep 2019 – Oct 2023 · 4 yrs 1 mo · San Francisco Bay Area

• Built Freight's first deep learning nlp model for customer support
• Set up Freight's staging environment

May 2018 – Aug 2018 · 3 mos · Mountain View

• Designed and implemented an API to convert a custom designed markup language into internal representation for the S3 Server
• Designed a dialog flow and grammar to disassociate lights used with the feature through RPC calls
• Worked to design a pipeline for real time speech translation

May 2017 – Aug 2017 · 3 mos · Santa Clara

• Optimized classification models using Scikit-learn and Tensorflow to predict delays given static timing analysis reports
• Automated multiple design tasks to decrease design iteration turnaround time by 90% to identify and increase accuracy of flagging errors in design reports
• Piloted new workflow to reduce design convergence time by 20% using machine learning

Jan 2017 – May 2019 · 2 yrs 4 mos

May 2016 – Jul 2016 · 2 mos · Santa Clara

• Built a full stack website using the Django framework to handle and display queries to the register file IP database
• Used AJAX and JQuery to dynamically populate a query form with database results

Jun 2014 – Aug 2014 · 2 mos · California,

• Worked to integrate the Zendesk API with Peel’s WatchOn Android app to manage customer request forms efficiently.
• Implemented design changes to customer feedback forms to improve user experience.