Joy Rimchala
Data Scientist, Intuit

Joy Rimchala is a data scientist in Intuit’s Machine Learning Futures Group working on ML problems in limited-label data settings. Joy holds a PhD from MIT, where she spent five years doing biological object tracking experiments and modeling them using Markov decision processes.

Sessions

11:55am–12:35pm Wednesday, September 11, 2019

Location: LL21 C/D

Document understanding: Extracting structured information from financial images and forms

Models and Methods

Secondary topics: Computer Vision, Data, Data Networks, Data Quality, Machine Learning, Text, Language, and Speech

Joy Rimchala (Intuit), TJ Torres (Intuit), Xiao Xiao (Intuit), Hui Wang (Intuit)

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Document understanding is a company-wide initiative at Intuit that aims to make data preparation and entry obsolete through the application of computer vision and machine learning. A team of data scientists, Joy Rimchala, TJ Torres, Xiao Xiao, and Hui Wang, detail the design and modeling methodologies used to build this platform as a service. Read more.