Rolando Garcia
Presidential Postdoctoral Fellow at Arizona State University
Tempe, Arizona, United States
Summary
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Senior🎓
Top SchoolRolando Garcia is a Presidential Postdoctoral Fellow at Arizona State University with a PhD in Computer Science from UC Berkeley and a decade of experience bridging data systems, software engineering, and applied ML. His research at Berkeley’s RISE and EPIC Data Labs focused on experimentation in MLOps and managing context across the machine learning lifecycle, and he is the chief developer of the FLOR family of projects that unify those capabilities. He combines rigorous academic training (NSF GRFP, UC Berkeley Chancellor’s Fellowship) with hands-on system building, having led visual analytics and decision systems work earlier in his career. Rolando’s background spans both teaching and industry-aligned research, including automated ML work at Penn’s Computational Genetics Lab. Based in Tempe, AZ, he brings a philosophy-informed perspective to technical problems, often emphasizing the role of contextual metadata in making ML reproducible and operational.
10 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of California, BerkeleyBachelor of Science (B.S.), Computer Science, 4.0, Bachelor of Science (B.S.), Computer Science, 4.0 at Arizona State UniversityPhilosophy, Philosophy at Northern Arizona University
English, Spanish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (59)
pytorch10
parallel10
machine-learning10
logger10
training-data10
recovery10
reinforcement-learning10
tensorboard10
deep-learning10
overhead10
vldb10
logging10
post-hoc10
optimization10
data-science9
Programming languages (5)
Github contributions (5)
ucbepic/pdf_parser
Nov 2023 - Jul 2024
Parse PDFs using computer vision, layout analysis, and other state-of-the-art document intelligence techniques. WebApp implemented in Flask/Jinja2 with infer and train pipelines managed by FlorDB
Contributions:2 PRs, 143 pushes, 9 branches in 7 months
ucbrise/jarvis
Jul 2017 - Apr 2018
Contributions:462 commits, 10 PRs, 103 pushes in 9 months
jarvisworkflowsconfigure
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