Karishma Mandyam
Senior Machine Learning Engineer at Meta
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolKarishma Mandyam is a Senior Machine Learning Engineer in Seattle with a decade of experience building large-scale generative and NLP systems, currently contributing to Meta AI and voice capabilities for Meta's digital assistant. She has shepherded language-model training, SFT and RLHF pipelines and previously developed content integrity models (e.g., RIO) and recommendation features across Facebook and Instagram. Her background blends academic NLP research under Noah Smith at the University of Washington with practical production engineering from internships at Microsoft, Blue Origin, and Expedia. Comfortable moving models from research to product, she has published work (EMNLP) and repeatedly bridged multilingual pretrained model advances into live systems—an indication of both deep technical depth and product-focused intuition.
10 years of coding experience
6 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at University of Washington
Hindi, Spanish, Tamil, English
Github Skills (14)
french6
vocabulary6
thesaurus6
prefix6
normalization5
wordnet5
linguistics5
turkish4
language-processing3
arabic-nlp2
converter2
pdf2
text-to-image1
language-model1
Programming languages (1)
Github contributions (5)
kmandyam/linguistic_preprocessing
Jun 2019 - Sep 2019
Contributions:58 commits, 1 branch in 2 months
kmandyam/NWHacks2017
Mar 2017 - Sep 2017
Contributions:24 commits, 19 pushes, 1 branch in 5 months
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