Saul Juarez
ML & DS Intern @ Caterpillar | Astrophysics with Computer Science Track @ UIUC
- Role
- Ai Ml & Ds Intern at Caterpillar Inc.
- Location
- Elgin, IL, US
- LinkedIn followers
- 500 followers
About Saul Juarez
Second-year student at UIUC with a strong interest in Quantum Information, Quantum Computing, and ML/AI particularly in leveraging machine learning for advancements in the field. Intending to pursue PhD in Quantum Science and Information | s•••••••@illinois.edu
Experience
Ai Ml & Ds Intern
May 2025 — Present · Chicago, IL, US
During my internship at Caterpillar, I\'ve played a pivotal role in modernizing our data analytics systems, significantly boosting efficiency and reliability.I transformed static machine classification to a dynamic, data-driven process, improving classification accuracy by over 15% and reducing manual efforts by approximately 80%. My work also rigorously enhanced data quality and consistency for our cloud-based analytics platform, reducing data ingestion errors by 25% across hundreds of thousands of daily records. I further fortified system stability through advanced error handling and structured logging, decreasing system crashes by 30% and accelerating debugging time by up to 50%.Looking ahead, I\'m excited to apply these foundations to develop and optimize Machine Learning models aimed at areas like predictive maintenance and operational optimization, contributing to Caterpillar\'s strategic shift towards leveraging data for enhanced customer value and productivity.
Education
University of Illinois Urbana-Champaign
Bachelors
2023 — 2027
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