Martín Menchón
Lead AI Engineer at Bayer
Barcelona, Catalonia, Spain
Summary
👤
Senior🎓
Top SchoolMartín Menchón is a Senior MLOps Engineer based in Barcelona with 11 years of experience combining academic rigor from a PhD in Computational Mathematics with hands-on delivery of production ML systems at Bayer and PepsiCo. He designs and operates cloud-native infrastructure (AWS, Terraform) and end-to-end ML pipelines, having built forecasting engines for supply-chain optimisation and refactored legacy codebases into robust MLOps workflows. His background spans full-stack and embedded projects—from FDA-approved smartphone ultrasound image processing to rehabilitation tools for neurological care—giving him a rare blend of research-driven innovation and product-focused engineering. Comfortable across Python, Databricks, Ray, Docker and ML lifecycle tools, he frequently connects model development to reliable deployment and observability. Notably, his PhD work on routine detection from egocentric photo streams reflects deep expertise in temporal and vision-based pattern recognition that informs his practical forecasting and recommendation projects.
11 years of coding experience
13 years of employment as a software developer
PhD. in Computational Mathematics Computer Science, PhD. in Computational Mathematics Computer Science at Universidad Nacional del Centro de la Provincia de Buenos Aires
Spanish, English
Stackoverflow
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Github Skills (35)
pystan9
forecast8
orbit8
bayesian8
arima8
keyboard7
exponential-smoothing7
stan7
regression6
mouse6
regression-models6
python6
bayesian-statistics6
kvm6
bayesian-methods5
Programming languages (4)
Github contributions (5)
martinmenchon/SistemaArquiII
Apr 2017 - Nov 2021
Simuladores de diferentes ejercicios para la materia "Arquitectura de Computadoras y Técnicas Digitales" UNICEN
Contributions:1 release, 74 commits, 31 PRs in 4 years 7 months
materiasimuladoresejerciciosarquitectura
martinmenchon/martinmenchon
May 2021 - Aug 2025
Contributions:21 pushes, 1 branch in 4 years 3 months
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