Summer Rankin
Solutions Architect Senior Principal at GTK Cyber
Honolulu, Hawaii, United States
Summary
👤
Senior🎓
Top SchoolSummer Rankin is a senior principal Solutions Architect with 8+ years building AI and MLOps solutions for federal clients across health, policy, and forensics, currently designing real-time data and behavioral tracking systems at SAIC. She blends hands-on model development (LLMs, multimodal research, anomaly detection, graph DBs) with strategic program leadership that has secured follow-on funding for DoD, Commerce, and FDA engagements. A dedicated instructor and curriculum developer, she translates complex cybersecurity and data science concepts into practical training delivered at BlackHat and GTK Cyber. Summer has scaled distributed teams across six time zones—growing a Hawaii CTO cohort from 3 to 30+—and pairs that people-first leadership with a research background in cognitive neuroscience, giving her a rare perspective on human-centered AI.
9 years of coding experience
14 years of employment as a software developer
Musical Theater, Musical Theater at New York UniversityOzark High SchoolPhD Complex Systems and Brain Sciences, PhD Complex Systems and Brain Sciences at Florida Atlantic Universityn/a Musical Theatre, n/a Musical Theatre at Missouri State University
Stackoverflow
1reputation
0reached
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Github Skills (23)
feature-selection9
unstructured9
text-analysis9
text-processing9
text-mining9
medical8
health8
topic-modeling8
latent-dirichlet-allocation8
conda7
scikit-learn7
python7
open-access6
journal6
conda-forge5
Programming languages (5)
Github contributions (5)
1fmusic/tedTalkRecommender
Nov 2017 - Sep 2019
Contributions:24 commits, 24 pushes, 1 branch in 1 year 9 months
MIT-LCP/bloatectomy
Jun 2020 - Aug 2020
A python package for removing duplicate text in clinical notes or other documents
Contributions:1 release, 51 commits, 7 PRs in 1 month
pythonmimic-iiimimicpython3python-3
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