Maryam Hayati
Independent Researcher & AI ML Consultant at Independent Consultant
Bellevue, Washington, United States
Summary
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Senior🎓
Top SchoolMaryam Hayati is an independent researcher and AI/ML consultant with nine years of experience applying machine learning and statistical modeling to infectious disease and precision medicine problems. She bridges computational biology and applied AI—developing maximum likelihood and phylodynamic models for hospital- and population-level transmission, and integrating multi-omics, EHR, phylogenetic, and imaging data. Recently she has expanded into large language models and agentic AI, building multi-agent systems for autonomous literature retrieval and using DNABERT embeddings with epigenomic annotations to classify variant pathogenicity. Comfortable in R, Python, MATLAB and HPC environments, she combines deep theoretical grounding with practical pipelines that handle noisy biomedical data at scale. Based in Bellevue, WA, she brings a track record of translating complex biology into actionable public health insights and prototyping real-world AI systems.
9 years of coding experience
5 years of employment as a software developer
Master of Science (M.Sc.) Mathematics and Computer Science, Master of Science (M.Sc.) Mathematics and Computer Science at Sharif University of TechnologyUniversity of MichiganBachelor of Architecture (B.Arch.) Architecture, Bachelor of Architecture (B.Arch.) Architecture at University of TehranDoctor of Philosophy (PhD) Computer Science, Doctor of Philosophy (PhD) Computer Science at Simon Fraser University
Persian, English, French
Github Skills (11)
infectious-diseases8
gwas8
genomics-visualization8
transcriptomics7
mixture-model7
genomics7
pipeline6
placement4
phylogenetics4
bioinformatics3
computation3
Programming languages (3)
Github contributions (5)
MarHayat/flu_prediction
Jan 2019 - Feb 2020
Contributions:30 commits, 29 pushes, 1 branch in 1 year 1 month
MarHayat/rfdistr
Jan 2017 - Aug 2019
Contributions:16 pushes, 1 branch in 2 years 7 months
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