Simon Gurcke

Queensland, Australia
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Summary

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Simon Gurcke is a Principal Software & Machine Learning Engineer with 11 years of experience building production ML systems, cloud-native infrastructure and full-stack software across healthcare, retail and enterprise clients. Based in Queensland, Australia, he combines hands-on engineering with product and team leadership—shipping OCR/NLP pipelines, explainable recommendation engines and cohort discovery tools that materially improved clinical workflows and research capabilities. He founded a bootstrapped SaaS for API monitoring and contributes to open-source tooling (notably adding GitLab OAuth to the widely used Flower Celery monitor), reflecting a pragmatic focus on secure, observable distributed systems. Comfortable from Kubernetes and AWS infrastructure to end-to-end ML and analytics, he routinely translates messy, unstructured data into reliable, auditable production features. Colleagues describe him as a tech generalist and data nerd who balances deep technical craft with clear communication and product-minded delivery.
code11 years of coding experience
job18 years of employment as a software developer
bookMaster of Science (M.Sc.), Management Information Systems, Master of Science (M.Sc.), Management Information Systems at Paderborn University
bookBusiness Information Systems, Business Information Systems at QUT (Queensland University of Technology)
bookJohns Hopkins University
bookManagement Information Systems, Management Information Systems at Curtin University
languagesGerman, English
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Stackoverflow

Stats
461reputation
149kreached
7answers
1question
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Github Skills (22)

python10
tornado10
user-authentication10
authentication10
celery9
json9
rest-api8
rabbitmq8
api-rest8
asynchronous8
restful-api8
api-design8
byte6
administration6
csv6

Programming languages (23)

C#MDXSmartyJavaC++JinjaCMakefile

Github contributions (5)

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mher/flower

May 2020 - May 2020

Real-time monitor and web admin for Celery distributed task queue
Role in this project:
userBack-end Developer
Contributions:5 commits, 2 PRs, 1 comment in 2 days
Contributions summary:Simon primarily focused on adding authentication features to the Flower application. They implemented GitLab OAuth integration, modifying the authentication process and adding necessary configurations, while also updating relevant documentation. Furthermore, the user addressed a duplicated authentication option and introduced options for GitLab authentication, indicating a focus on expanding the application's authentication capabilities. They also modified existing authentication mechanisms and configurations.
real-timemonitorpythonasynchronousredis
apitally/apitally-js

Nov 2023 - Mar 2025

Simple, privacy-focused API monitoring & analytics for Node.js apps
Contributions:36 releases, 1 review, 58 PRs in 1 year 4 months
apiapi-analyticsapi-loggingapi-monitoringapi-observability
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Simon Gurcke