Sydney Zink

New Haven, Connecticut, United States
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Summary

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Sydney Zink is an interdisciplinary researcher-engineer with 11 years of experience blending multilingual NLP, medical machine learning, distributed systems, and security into applied healthcare and first-responder technology. A former PhD student and current researcher in Brown’s Lunar Lab with prior Cornell experience, she has six publications spanning ML ethics, security, and NLP and contributes to image and histological processing projects at Yale School of Medicine. Her industry work includes senior NLP and MLOps roles for cancer care platforms and consultancy for Kaiser Permanente, informed by prior positions across fintech, defense, social media, and legal tech. Unusually for a technologist, she pairs this computational portfolio with frontline emergency care—EMT-B training, ER night shifts, and fire company volunteering—which drives her interest in EMS data science, usability, and product design. She teaches and mentors in ML education programs and aims to integrate user research and UX into first-responder tech as she prepares for a future MD-PhD return. Based in New Haven, she brings a rare combination of rigorous research, production ML experience, and hands-on clinical perspective to healthcare technology.
code11 years of coding experience
bookMaster of Science - MS Computer Science, Master of Science - MS Computer Science at Brown University
bookMaster of Science - MS Computer Science, Master of Science - MS Computer Science at University of Chicago
bookBachelor of Science (B.S.) Computer Science Communication Studies and Economics majors, Bachelor of Science (B.S.) Computer Science Communication Studies and Economics majors at Northwestern University
bookWoodward Academy
bookMaster of Science (MS) Computer Science, Master of Science (MS) Computer Science at Cornell University
languagesSpanish, English, French, Italian, German
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Github Skills (18)

nlp8
transfer-learning8
prompt-tuning8
machine-learning7
natural-language-processing7
python6
prompt-engineering5
prompt-toolkit5
pipeline3
spatial-transcriptomics3
bioinformatics2
fastq-format2
spatial2
fastq2
transcriptomics2

Programming languages (2)

ShellPython

Github contributions (5)

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Contributions:17 pushes in 8 years 1 month
Contributions:19 pushes, 1 branch in 1 day
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Sydney Zink