Wes Madrigal

Co-Founder & CEO at Kurve, Inc

Miami, Florida, United States
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Summary

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Senior
🎓
Top School
Wes Madrigal is a founder and machine learning-focused software leader with 12 years of experience building production ML systems, graph algorithms, and distributed infrastructure. As Co-Founder & CEO of Kurve and founder of Mad Consulting, he designs bespoke MLOps deployments that bridge research and product engineering. Previously he scaled an enterprise ML portfolio from a single model to 30+ production models that delivered positive ROI and left a durable MLOps pipeline in place. He pairs hands-on engineering—from naive Bayes classifiers and online bandits at high-traffic sites to AWS Redshift and S3-based social graphs—with a strategic, revenue-minded approach to AI productization. Based in Miami, he also runs an organic coffee farm he rebuilt into a sustainable, export-ready operation, reflecting a practical, systems-thinking mindset applied beyond software. His background as an autodidact in CS/ML underscores a habit of learning by doing and shipping real-world solutions.
code13 years of coding experience
job7 years of employment as a software developer
bookGeneral Studies, General Studies at Florida College
bookComputer Science / Machine Learning, Computer Science / Machine Learning at Autodidact
languagesSpanish, English
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Github Skills (20)

benchmark7
feature-engineering7
relational-databases7
structured-data7
azure6
azure-cli6
command-line-interface6
python4
file-encryption4
database4
deep-learning3
openflow3
docker-machine3
sql3
docker3

Programming languages (4)

JavaScriptGoHTMLPython

Github contributions (5)

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wesmadrigal/entitygraph

May 2022 - Jan 2023

Contributions:30 commits, 33 pushes, 1 branch in 8 months
wesmadrigal/GraphReduce

May 2022 - Apr 2026

Abstractions for feature engineering on large graphs of tabular data.
Contributions:53 PRs, 213 pushes, 32 branches in 3 years 11 months
feature-engineering
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