Andreana Rosnik
Sr Machine Learning Scientist at Marine Biologics
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolAndreana Rosnik is a senior machine learning scientist with a Ph.D. in physical chemistry and a decade of experience applying ML to molecular discovery, drug design, and materials prediction. Based in San Francisco, she builds and deploys graph- and physics-aware models, curates large molecular datasets, and translates computational outputs into actionable property predictions alongside chemists and engineers. Her background spans academic statistical mechanics, production ML at Atomwise, and hands-on consulting for early-stage biotech and materials startups, where she improved graph-based models through novel data representations and rigorous benchmarking. Curious and interdisciplinary, she pairs software and data-engineering skills (Python, PyTorch, Airflow) with domain fluency in chemistry and energy systems, and she also channels creativity as a visual artist informed by surrealism.
10 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Physical Chemistry, Doctor of Philosophy (Ph.D.) Physical Chemistry at University of California, BerkeleyBachelor of Science (B.S.) Chemistry and Mathematics, Bachelor of Science (B.S.) Chemistry and Mathematics at Hope College
Spanish, Catalan, English
Github Skills (5)
python3
pdf3
crawling3
natural-language-processing3
selenium3
Programming languages (1)
Github contributions (5)
amrosnik/adventure_scrape
May 2019 - Jun 2019
Contributions:30 commits, 27 pushes, 1 branch in 1 month
amrosnik/legiscrapor
Jan 2021 - Apr 2021
Python package for Selenium-powered web crawling and PDF downloading, with PDF verification a la NLP. Originally designed for finding human rights legislation by topic on legislative websites for countries around the world.
Contributions:1 release, 14 reviews, 17 PRs in 1 month
crawlingnatural-language-processingpdfpythonselenium
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