Constanza Fuentes
SML Engineer at dLocal | ex-Amazon
- dLocal
- Mexico City, Mexico · CST (UTC-6)
- 3+ years experience
- Pontificia Universidad Católica de Chile
- English, Spanish, French
Messaging unavailable
Overview
I work on ML infrastructure at dLocal in Mexico City. Mentored 12 engineers through their first promotion. Moved 68% of ML platform traffic off a legacy monolith without a customer-facing incident.
Good reasons to reach out
- Questions about recommendation systems
Please don't message about
- Survey or panel invitations
- Offshore staffing offers
- Crypto token projects
Travels often; replies within 48 hours
Skills
model servingCUDAPythonPyTorchRayfeature storesKubeflow
Experience
- ML EngineerNov 2024 - PresentdLocal · 1 yr 11 mo · Full-time · Mexico City, Mexico
- Shipped a ranking change that increased conversion 2.6%.
- Moved the homepage from rules to a learned ranker.
- Taught SQL to 84 non-analysts.
- ML EngineerOct 2023 - Nov 2024Amazon · 1 yr 1 mo · Full-time · Mexico City, Mexico
- Shipped a ranking change that increased conversion 4.1%.
References
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Education
- Pontificia Universidad Católica de ChileIngeniería, Electronics and Communication2018 - 2022
Details
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