Diego Garrido
Senior Data Scientist
Santiago, Santiago Metropolitan Region, Chile
Summary
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Senior🎓
Top SchoolDiego Garrido is a Senior Data Scientist with 8 years of experience building production-ready forecasting and optimization systems across retail and e-commerce. He combines a strong academic background in operations research and industrial engineering with hands-on expertise in Python, Spark, BigQuery, and cloud platforms (GCP and Azure) to design scalable data pipelines and model serving on Kubernetes. At Mercado Libre and Cencosud he delivered time-series systems that handle tens of millions of series, stochastic aggregation services, and pricing/checkout optimization solutions that integrate forecasting, elasticity modeling and constrained solvers. He’s comfortable moving models from research to production—instrumenting MLflow, APIs and monitoring—and has migrated terabyte-scale pipelines between clouds for 30x speedups. Known for bridging advanced Bayesian and frequentist techniques with practical ML engineering, he also teaches and mentors, reflecting a strong commitment to knowledge transfer.
7 years of coding experience
6 years of employment as a software developer
Courses completed, Artificial Intelligence, Courses completed, Artificial Intelligence at CourseraMaster in Operations Research, 6.6/7, Master in Operations Research, 6.6/7 at Universidad de Chile
Github Skills (81)
prophet10
ets10
transcript10
exponential-smoothing10
forecast10
arima10
econometrics9
statistics9
statsmodels9
youtube-api9
command-line-interface9
forecasting9
subtitle9
mysql-database8
python8
Programming languages (7)
Github contributions (5)
dgarridoa/ragtube
Oct 2024 - Apr 2025
Contributions:21 PRs, 103 pushes, 21 branches in 5 months
dgarridoa/PLM
Mar 2020 - Aug 2020
Contributions:30 commits, 44 pushes, 1 branch in 5 months
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