Chirag Soni
Data & Applied Scientist 2
Redmond, Washington, United States
Summary
👤
Senior🎓
Top SchoolChirag Soni is a Data & Applied Scientist with eight years of experience combining applied AI research and production engineering to build document intelligence and information extraction systems. Based in Redmond, he has driven end-to-end ML solutions at EY and Microsoft, shipping BERT and layout-aware transformer models for multilingual invoice and form understanding and integrating them into cloud and on-prem products. He blends deep learning research (TensorFlow, PyTorch, transformers) with practical MLOps and deployment experience on Azure and Docker, having taken numerous PoCs to production. Known for creating large synthetic datasets and pixel-wise document segmentation models early in his career, he brings both experimental rigor and systems thinking to translate complex data problems into scalable, business-ready features.
8 years of coding experience
5 years of employment as a software developer
Bachelor of Engineering (B.E.) Information Technology, Bachelor of Engineering (B.E.) Information Technology at KJ Somaiya College of Engineering, VidyaviharMaster of Science - MS Computer Science, Master of Science - MS Computer Science at University of Illinois Chicago
English, Hindi
Github Skills (52)
autoencoder10
outliers9
sdk9
unsupervised-learning9
outlier-detection8
wordnet8
classifier8
convolutional-neural-networks8
novelty-detection8
tf-idf7
anomaly-detection7
image-processing7
latent-dirichlet-allocation7
bengali7
lda7
Programming languages (4)
Github contributions (5)
ChiragSoni95/Autograder
May 2018 - May 2018
Contributions:6 commits, 3 pushes in 7 days
ChiragSoni95/Twitter_Sentiment_Analysis
Jan 2018 - Mar 2019
Contributions:21 pushes, 1 branch in 1 year 2 months
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