Carl Saroufim
Staff Machine Learning Engineer TLM - Gemini at Google
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolCarl Saroufim is a Senior Software Engineer specializing in production-ready machine learning and NLP with nine years of experience building large-scale text and document understanding systems. Based in San Francisco, he currently leads ML development for Google's Document AI Custom Document Workbench after a multi-year tenure at Microsoft where he delivered multilingual sentiment, aspect-based sentiment, and key-phrase extraction models for Cognitive Services. He combines research-grade rigor from an MIT Operations Research MS with hands-on platform engineering—designing infra, model features, and end-to-end pipelines that take transformers and custom models into production. His background spans applied research (IoT anomaly detection at MIT) to enterprise ML productization, giving him a rare fluency across modeling, deployment, and domain-specific solutions for legal and financial documents. Notably, he has built both reusable toolkits and verticalized NLP models, favoring practical, scalable approaches that prioritize real-world robustness.
9 years of coding experience
6 years of employment as a software developer
Master of Science (MS) Operations Research, Master of Science (MS) Operations Research at Massachusetts Institute of TechnologyMaster of Science in Engineering Engineering, Master of Science in Engineering Engineering at CentraleSupélecMPSI/PSI* Mathematics, MPSI/PSI* Mathematics at Classe Préparatoire Sainte-Geneviève VersaillesFrench Baccalaureate in Sciences with highest honors Mathematics, French Baccalaureate in Sciences with highest honors Mathematics at Collège Notre-Dame de Jamhour Lebanon
English, Arabic, French
Github Skills (36)
sentence-embeddings10
latent-dirichlet-allocation10
gensim10
word2vec10
python10
arabic-nlp10
corpus10
data-science10
data-mining10
word-embeddings10
machine-learning10
information-retrieval10
lda10
fasttext10
natural-language-processing10
Programming languages (6)
Github contributions (5)
saroufimc1/gensim
Dec 2017 - Feb 2018
Contributions:2 pushes, 1 branch in 2 months
nlpmachine-learningfor-humanstopic-modellingmodelling
saroufimc1/SQL-Server-R-Services-Samples
Oct 2016 - Oct 2016
Contributions:1 push in 1 day
analyticssqlsql-serverr-server
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