Kevin Arvai
Senior Engineer, Machine Learning at BTI360
Alexandria, Virginia, United States
Summary
👤
Senior🎓
Top SchoolKevin Arvai is a senior engineer specializing in machine learning with a decade of experience applying data science to clinical genomics and health-focused software. He currently leads ML initiatives at BTI360 as Senior Engineer, Machine Learning, bringing deep learning, NLP, and high-performance computing to bear on real-world healthcare problems. Previously at Exact Sciences and GeneDx, he developed deep learning models to predict disease status from qPCR curves and built NLP-driven phenotype extraction to accelerate genetic counseling. An active open-source advocate, he maintains Imputer, a genome-imputation tool for Open Humans, and contributes to GitHub projects and Kaggle kernels. Based in Alexandria, Virginia, he combines hands-on engineering with cross-disciplinary collaboration across biomedicine, data science leadership, and cloud-scale data platforms.
11 years of coding experience
15 years of employment as a software developer
Master of Science (M.S.) Biomathematics Bioinformatics and Computational Biology, Master of Science (M.S.) Biomathematics Bioinformatics and Computational Biology at George Mason University
Stackoverflow
8,075reputation
1.3mreached
91answers
12questions
scikit-learn
top-1%
machine-learning
top-5%
python
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twitter
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csv
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numpy
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Github Skills (158)
roster10
python10
synthetic10
forge10
tabular10
genomics10
genomics-visualization10
scientific-computing10
genes10
dimensionality-reduction10
scikit10
statistics10
imputation10
genetic10
synthetic-data10
Programming languages (6)
Github contributions (5)
GeneDx/phenopy
Jan 2019 - Mar 2021
Phenotype comparison tools using semantic similarity.
Contributions:11 releases, 4 reviews, 324 commits in 2 years 2 months
semantic-similarityphenomicscomparisonhposimilarity
arvkevi/clinvar-kaggle
Apr 2018 - Mar 2020
Scripts related to the ClinVar conflicting classifications dataset on Kaggle
Contributions:25 commits, 4 PRs, 17 pushes in 1 year 11 months
kaggleclassificationsdatasetmachine-learningclinvar
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