Tracy Rohlin
Senior Machine Learning Engineer at Procore Technologies
San Jose, California, United States
Summary
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Senior🎓
Top SchoolTracy Rohlin is a Senior Machine Learning Engineer based in San Jose with 11 years of experience building production AI systems and NLP pipelines. She has advanced expertise in deploying invoice-level NLP models, ETL orchestration with Dask and Kubernetes, and model lifecycle management using MLFlow from her work at AppZen and now Procore. Her background blends computational linguistics (MS) and linguistics (MA) with hands-on research experience at Amazon Lab126 and Amazon, where she improved low-resource phoneme accuracy via multilingual encoder-decoder models. Tracy’s work sits at the intersection of applied research and scalable engineering—she routinely converts linguistic insight into robust, containerized ML services for enterprise workflows. An uncommon strength is her early career as a sign language interpreter, which informs a practical, human-centered approach to language technologies.
10 years of coding experience
5 years of employment as a software developer
Master of Science (MS), Computational Linguistics, 3.9, Master of Science (MS), Computational Linguistics, 3.9 at University of WashingtonBachelor's of Science, ASL-English Interpretation, 3.65, Bachelor's of Science, ASL-English Interpretation, 3.65 at Rochester Institute of TechnologyRussian Language and Literature, Russian Language and Literature at · Studied abroad at the Liden-Denz School in SaintCertificate, Data Mining, 3.91, Certificate, Data Mining, 3.91 at UCSDSan José State University
English, American Sign Language, Russian
Github Skills (50)
gensim8
corpus8
text-files8
fasttext8
topic-modeling8
annotations8
word2vec8
imagenet7
latent-dirichlet-allocation7
lda7
data-mining7
semantic-segmentation7
word-embeddings7
sankey-diagram7
glove7
Programming languages (2)
Github contributions (5)
TracyMRohlin/RedditCorpus
Jul 2015 - Apr 2016
Contributions:60 commits, 15 PRs, 42 pushes in 9 months
subredditscorpustext-files
GirllunarExplorer/Python-Exercism-Solutions
Jun 2015 - Jul 2015
Contributions:48 pushes, 1 branch in 1 month
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