Marcela Rocha
Pesquisadora De Pós-doutorado at NESPro UFRGS
Rio Grande do Sul, Brazil
Summary
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Senior🎓
Top SchoolMarcela Rocha is a postdoctoral researcher and Associate Professor in Structural Dynamics and Vibration Analysis with a decade of experience bridging academic research and applied AI/MLOps. She specializes in GPU-accelerated AI solutions and cloud-native deployments across AWS, GCP, and Azure, and is fluent with container orchestration and automation tools such as Docker, Kubernetes, and Ansible. Based in Rio Grande do Sul, Brazil, she brings strong analytical and problem-solving skills to complex modeling and computational experiments in civil engineering contexts. Her background uniquely combines structural dynamics expertise with hands-on ML infrastructure work, enabling reproducible, high-performance simulations. Currently active at UFRGS and NESPro, she advances research that translates sophisticated simulation pipelines into scalable, cloud-ready workflows. Colleagues note her ability to communicate technical results clearly while integrating cross-disciplinary methods from engineering and AI.
10 years of coding experience
Médica veterinária, Médica veterinária at Universidade Federal do Rio Grande do SulProgramming languages (1)
Github contributions (5)
mmaiarocha/PEC00144
Sep 2018 - Mar 2022
Experimental Methods in Civil Engineering
Contributions:144 commits, 147 pushes, 1 branch in 3 years 6 months
mmaiarocha/PEC00025
May 2020 - Jun 2026
Introduction to Vibration Theory
Contributions:139 pushes, 1 branch in 6 years 1 month
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