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I am a senior software engineer with 10+ years of software engineering experience and 6+ years delivering production systems focused on scalability, reliability, and cost-aware data processing. I design and build end-to-end data pipelines and ML deployments, and I am passionate about testing, monitoring, and governance to keep systems robust, secure, and compliant.…

Jesus Mendez Montalvo

AI Engineer, Full Stack Developer, Data Scientist, +3

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I am a senior software engineer with 10+ years of software engineering experience and 6+ years delivering production systems focused on scalability, reliability, and cost-aware data processing. I design and build end-to-end data pipelines and ML deployments, and I am passionate about testing, monitoring, and governance to keep systems robust, secure, and compliant.…

Available to hire

I am a senior software engineer with 10+ years of software engineering experience and 6+ years delivering production systems focused on scalability, reliability, and cost-aware data processing.

I design and build end-to-end data pipelines and ML deployments, and I am passionate about testing, monitoring, and governance to keep systems robust, secure, and compliant.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Work Experience

Senior Engineer

June 1, 2012 - April 1, 2017

Built data pipelines to aggregate click stream and order events, enabling daily merchandising reports for about 20 stakeholders. Implemented scalable data processing pipelines with a focus on reliability and maintainability.

Senior / Engineer

May 2, 2017 - January 2, 2022

Designed and deployed pipelines for clinical text and tabular prediction, improving downstream triage precision by about 12%. Developed longitudinal data-curation pipelines, reducing feature build time from days to hours. Implemented tokenization-based preprocessing to improve entity extraction recall by about 15% on annotated samples.

Senior / Engineer

February 1, 2022 - Present

Designed and deployed pipelines to classify and route documents, cutting manual review time by about 45%. Implemented streaming metrics for near real-time monitoring, and optimized batch scoring to reduce compute costs while meeting SLAs. Hardened model-serving with automated testing and gates to reduce production incidents by about 30%.