Summer Rankin
Solutions Architect Senior Principal at SAIC
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.
8 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
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Github Skills (30)
forge10
duplicate9
conda8
journal7
unstructured7
health7
open-access7
nlp6
academia6
conda-forge6
python5
realm4
natural-language-processing3
creative-commons3
permutation3
Programming languages (5)
Github contributions (5)
MIT-LCP/Shakespeare-Method
Apr 2021 - Mar 2022
The Shakespeare-Method repository contains the code we used to develop a new method to identify attributed and unattributed potential adverse events using the unstructured notes portion of electronic health records.
Contributions:4 releases, 75 commits, 4 PRs in 10 months
health-recordseventsnotesrecordshealth
1fmusic/tedTalkRecommender
Nov 2017 - Sep 2019
Contributions:24 commits, 24 pushes, 1 branch in 1 year 9 months
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