Marcela M
CS PhD Student at CIMAT
Guanajuato City, Guanajuato, Mexico
Summary
👤
Senior🎓
Top SchoolMarcela M is a computer scientist and PhD candidate at CIMAT with nine years of experience applying high-performance and cloud software engineering to research-driven problems. Her current research focuses on generative models for crowd motion using Denoising Diffusion Probabilistic Models, building on a strong background in numerical methods, parallel computing (CUDA, OpenMP, Xeon Phi), and validation for large-scale systems. She spent several years at Intel across roles in software development, cloud engineering, and research, contributing to Open Source Technology Center projects and Intel Unite® solutions. Marcela combines hands-on production experience with academic rigor, aiming to become a research scientist who tackles social, medical, and environmental challenges through AI. An uncommon thread in her profile is the blend of low-level HPC optimization and modern generative modeling, enabling efficient, scalable research prototypes.
9 years of coding experience
9 years of employment as a software developer
Master of Science (MS) Mathematics and Computer Science, Master of Science (MS) Mathematics and Computer Science at Centro de Investigación en Matemáticas (CIMAT)Bachelor's degree Computer Systems Engineering, Bachelor's degree Computer Systems Engineering at Universidad Autónoma de Aguascalientes
Spanish, English, Italian
Github Skills (146)
python10
deep-learning10
gpu10
uncertainty10
charts10
bayesian-deep-learning10
ml10
neural-network10
jax10
data-science10
tensorflow10
pytorch10
machine-learning10
calibration10
deep-neural-networks10
Programming languages (9)
Github contributions (5)
marcemq/crowdmod-ddpm-4D
Apr 2024 - Mar 2025
Crowd modeling with Denoising Diffusion Probabilisitic Models (DDPMs) for crowd macroproperties sequence samples.
Contributions:7 reviews, 78 PRs, 230 pushes in 11 months
deep-learningdiffusion-models
marcemq/appinventor-ws
Jun 2019 - Sep 2019
Contributions:9 commits, 14 pushes, 1 branch in 2 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.