David Managadze
Senior Principal Scientist, Solutions Architect at DNAnexus
Menlo Park, California, United States
Summary
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Senior🎓
Top SchoolDavid Managadze is a Senior Principal Scientist and Solutions Architect with 11+ years bridging wet-lab biology, bioinformatics, and cloud software engineering to deliver large-scale clinical and genomics platforms. He has led cross-functional teams and architected multimillion-dollar precision oncology programs (e.g., DNAnexus/POSEIDON for City of Hope) that integrate clinical, multi-omic, and imaging data at population scale. Equally at home designing scientific algorithms and building secure AWS-based infrastructures, he combines hands-on pipeline development (Spark, Pandas, Python) with product and program leadership across startups, industry and the NIH. A published computational biologist and former NIH postdoc with deep wet-lab experience, he is a certified IT professional who mentors teams on reproducibility, DevOps and data standards. Based in Menlo Park, he’s known for turning complex scientific workflows into production-grade, auditable systems and for translating client needs from bench protocols to cloud-native solutions.
11 years of coding experience
17 years of employment as a software developer
Master's degree (MSc), Biotechnology, Master's degree (MSc), Biotechnology at Technical University of GeorgiaPhD, Magna cum laude, Cell Biology / Molecular Biology / Biochemistry, PhD, Magna cum laude, Cell Biology / Molecular Biology / Biochemistry at Ruhr-Universität Bochum
English, German, Russian, Georgian
Github Skills (24)
ipados9
ray8
optimization8
python8
reinforcement-learning8
parallel8
pytorch7
java7
machine-learning7
deep-learning7
flutter7
hyperparameter-optimization6
android6
tensorflow6
large-language-models6
Programming languages (2)
Github contributions (5)
proteos/dotfiles
Feb 2021 - Dec 2021
Contributions:12 pushes in 9 months
dnanexus/dnanexus-example-applets
Apr 2020 - Mar 2021
Tutorials for app(let) developers:
Contributions:17 commits, 6 PRs, 11 pushes in 11 months
dnanexus-sdkpythonmaccatalystandroidipados
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