Vicente Muñoz
Senior Machine Learning Engineer II, Search & Personalization
Santiago, Santiago Metropolitan Region, Chile
Summary
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Senior🎓
Top SchoolVicente Muñoz is a Senior Machine Learning Engineer with 11 years of experience building search, recommendation, and large-scale ML systems, currently leading Search & Personalization at Rappi. He architects end-to-end pipelines and MLOps that serve millions of predictions per hour, has driven measurable business impact (+65k monthly orders, uplifts in CTR/CVR), and implements transformer-based retrieval and ranking models in production. With an MSc focused on deep learning for music information retrieval, he blends research-grade representation learning and practical engineering—having built open-source audio classification tools and worked on singer identification from raw waveforms. Vicente has led ML initiatives across startups and product teams, acted as a tech lead shaping R&D-to-production workflows, and frequently contributes to technical communities like GitHub and Stack Overflow. Based in Santiago, he uniquely combines multimedia ML research experience with hands-on production engineering across LatAm retail, restaurants, and CPG domains.
11 years of coding experience
5 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at Universidad de ChileParvularía, Básica y Média, Parvularía, Básica y Média at Colegio SS.CC. Manquehue
English, Spanish
Stackoverflow
373reputation
23kreached
6answers
6questions
Github Skills (200)
python10
deep-learning10
gpu10
librosa10
spellchecker10
dtw10
numpy10
audio10
on-the-fly10
neural-network10
music10
lightning10
artificial-intelligence10
surf10
music-information-retrieval10
Programming languages (13)
Github contributions (5)
sismoide/server
Mar 2018 - Jul 2018
Contributions:54 PRs, 109 pushes, 41 branches in 3 months
DCC-CC4401/2017-1-A.C.M.E.-T4
Jun 2017 - Jul 2021
Contributions:4 PRs, 6 pushes, 5 branches in 4 years 2 months
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