Esteban Buz
Senior Machine Learning Engineer at Loop
Vancouver, British Columbia, Canada
Summary
👤
Senior🎓
Top SchoolEsteban Buz is a Senior Machine Learning Engineer in Vancouver with 11 years of experience building end-to-end ML systems that span experimental design, data engineering, statistical analysis, and production deployment. He has led recommendation systems and generative-AI/knowledge-retrieval tooling for product and client-facing applications, and repeatedly delivered A/B and multi-armed bandit frameworks to measure impact. His background blends academic rigor (PhD in cognitive psycholinguistics) with practical full-stack engineering—having built React/Node/Postgres experimental platforms, Dockerized Flask services, and ML pipelines for continuous, reproducible deployment. Much of his work focuses on mental health and conversational data, applying text and non-text models to improve access and personalize care at scale. Colleagues rely on him to translate subtle human-behavior insights into robust, production-ready analytics and tooling.
11 years of coding experience
7 years of employment as a software developer
Johns Hopkins UniversityDoctor of Philosophy (Ph.D.) Cognitive Psychology and Psycholinguistics, Doctor of Philosophy (Ph.D.) Cognitive Psychology and Psycholinguistics at University of Rochester
Stackoverflow
1reputation
0reached
0answers
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Github Skills (19)
mechanical-turk7
grammar6
r6
dplyr5
manipulation5
parser5
amazon4
science4
deep-learning3
python3
data-transformation3
aws3
data-analysis3
polars3
machine-learning3
Programming languages (2)
Github contributions (5)
ebuz/ebuz.github.io
Sep 2016 - Mar 2025
Contributions:16 pushes, 1 branch, 1 tag in 8 years 7 months
ebuz/brewtoad_scrape
Jan 2019 - Feb 2019
Contributions:6 commits, 3 pushes in 1 month
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