Tracy Rohlin
Senior Data Scientist
Seattle, Washington, United States
Summary
👤
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.
11 years of coding experience
8 years of employment as a software developer
Master of Science (MS) Computational Linguistics, Master of Science (MS) Computational Linguistics at University of WashingtonCertificate Data Mining, Certificate Data Mining at UCSDBachelor's of Science ASL-English Interpretation, Bachelor's of Science ASL-English Interpretation at Rochester Institute of TechnologyRussian Language and Literature, Russian Language and Literature at · Studied abroad at the Liden-Denz School in SaintMaster of Arts (M.A.) Linguistics, Master of Arts (M.A.) Linguistics at San José State University
English, American Sign Language, Russian
Github Skills (46)
text-files8
fasttext8
lda8
topic-modeling8
word2vec8
data-mining7
word-embeddings7
information-retrieval7
natural-language-processing7
sankey-diagram7
corpus7
python7
gensim7
nlp7
glove6
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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