Jesus Mendez Montalvo
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.
About
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.
- 14 years' experience
- Joined March 2026
Languages
- EnglishFluent
Industry experience
- Software & Internet
- Healthcare
- Life Sciences
- Education
- Professional Services
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Work experience
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%.
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.
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.
Education
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