Chris Ismael

Senior Developer - Machine Learning Engineer MLOps at SAP Concur

San Francisco, California, United States
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Summary

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Senior
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Chris Ismael is a Senior Developer and Machine Learning Engineer with 13 years of experience applying MLOps and cloud-native tooling to productionize NLP models at scale. Based in San Francisco and currently at SAP Concur, he builds end-to-end ML pipelines—labeling to deployment—using SageMaker, Hugging Face, Textract, Glue, Step Functions and a broad AWS/GCP ecosystem. He has a strong developer-evangelist background from Nokia and Microsoft, which shows in his ability to translate research and community-driven practices into pragmatic engineering solutions. Known for saying “say it can't be done. say it,” he thrives on solving underdog problems and wiring disparate data systems into reliable ML workflows. His mix of deep hands-on Python tooling and long-running developer relations experience makes him especially effective at helping data scientists go from prototype to production.
code13 years of coding experience
job18 years of employment as a software developer
bookBS, Computer Science Major Computer Engineering, BS, Computer Science Major Computer Engineering at De La Salle University
bookSaint Joseph's Academy
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Stackoverflow

Stats
610reputation
178kreached
24answers
0questions
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Github Skills (99)

sagemaker10
deep-learning10
mistral10
golang10
jupyter10
reinforcement-learning10
adapter10
jupyter-notebook10
amazon10
machine-learning-models10
machine-learning10
inference10
llm10
aws10
ollama9

Programming languages (9)

TypeScriptC#JavaJavaScriptVueGoHTMLJupyter Notebook

Github contributions (5)

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concurlabs/geoslack

Jul 2015 - Mar 2018

Contributions:2 PRs, 19 pushes, 1 branch in 2 years 8 months
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ismaelc/Concur-QuickApp

Jan 2015 - Jul 2015

Contributions:21 commits, 20 pushes, 1 branch in 5 months
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Chris Ismael - Senior Developer - Machine Learning Engineer MLOps at SAP Concur