Felipe Martinez
Lead Machine Learning Engineer at AI Tinkerers
Medellín, Antioquia, Colombia
Summary
👤
Senior🎓
Top SchoolFelipe Martinez is a Lead Machine Learning Engineer with over a decade of hands-on experience building data and ML capabilities across startups, government and research organizations. He combines PhD-level rigor with entrepreneurial pragmatism—co-founding Prediktia to deliver generative AI and computer vision products for fashion merchandising and later scaling data teams and platforms at Komet Sales and Rwanda Revenue Authority. Known for bridging business and technical worlds, he designs end-to-end data stacks (dbt, Snowflake, Airflow, LLM agents) and frequently steps into client-facing and sales roles to align solutions with value. A proven builder of teams and communities, he organizes AI Tinkerers Medellín and has led multicultural teams to measurable impact, including revenue-boosting analytics and fraud detection projects. Outside work he channels resilience from endurance cycling—an analogue for his bias toward persistence, hands-on mentoring, and tackling ambiguous problems.
11 years of coding experience
16 years of employment as a software developer
Master of Science (M.Sc.), Master of Science (M.Sc.) at Ecole nationale d'Ingénieurs de MetzMechanical engineer, Mechanical engineer at Universidad EAFITData Science Bootcamp Data Science, Data Science Bootcamp Data Science at Data Science RetreatDoctor of Philosophy (PhD) Computer and Information Sciences General, Doctor of Philosophy (PhD) Computer and Information Sciences General at Université de Technologie de Compiègne (UTC)
Spanish, French, English
Github Skills (69)
forge10
sports-data10
garmin10
sensitivity9
backup9
uncertainty8
metamodel8
python8
distributed-computing8
exporter8
gnu8
uncertainty-quantification8
conda8
device-management8
optimization7
Programming languages (2)
Github contributions (5)
felipeam86/garpy
Aug 2019 - Dec 2022
Make your garmin data yours again!
Contributions:138 commits, 16 PRs, 86 pushes in 3 years 4 months
pythonzerodevice-managementgarmin-datagarmin
felipeam86/cachesql
Dec 2020 - Sep 2022
Fast, resilient and reproducible data analysis with cached SQL queries
Contributions:71 commits, 4 PRs, 30 pushes in 1 year 8 months
data-analysispythondatasql-queriesparquet
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