Martín Menchón
Senior Machine Learning Ops 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
9 years of employment as a software developer
Software engineer, Computer Software Engineering, Software engineer, Computer Software Engineering at Universidad Nacional del Centro de la Provincia de Buenos Aires
Spanish, English
Stackoverflow
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Github Skills (51)
pystan9
forecast8
orbit8
state-space8
arima8
prediction-model7
sampling7
probabilistic7
tidymodels7
regression7
mouse7
bayesian7
stan7
bayesian-methods6
regression-models6
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/instextension
Apr 2020 - Dec 2023
Instagram extension for downloading photos and stories
Contributions:1 release, 4 PRs, 50 pushes in 3 years 9 months
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