---
title: Community Blog | William Arias
description: Thoughts, news and events from FINOS and its community.
---
[](https://finos.org)
- [Projects](https://www.finos.org/projects)
- [Artificial Intelligence (AI)](https://ai.finos.org/)
- [Common Domain Model (CDM)](https://www.finos.org/common-domain-model)
- [FDC3](https://www.finos.org/fdc3)
- [Fluxnova](https://fluxnova.finos.org)
- [FINOS Common Cloud Controls](https://www.finos.org/common-cloud-controls-project)
- [High Performance Computing (HPC)](https://hpc.finos.org)
- [OSERA](https://osera.finos.org/)
- [Open Source Readiness Initiative](https://www.finos.org/open-source-readiness)
- [OS-Climate](https://www.finos.org/os-climate)
- [Try our Projects](https://www.finos.org/project-sandbox)
- [All Projects Landscape](https://landscape.finos.org/)
- [Community](https://www.finos.org/engage-with-our-community)
- [FINOS Community Calendar](https://www.finos.org/calendar)
- [Community Quickstart](https://www.finos.org/get-involved)
- [FINOS Community Site](https://community.finos.org/)
- [Contribute](https://community.finos.org/docs/governance/Software-Projects/contribution)
- [Unable to Contribute?](https://www.finos.org/open-source-readiness)
- [Join our Slack channel](https://finos-lf.slack.com/messages/finos-community/)
- [Recognize a contributor](https://github.com/finos/community/issues/new?assignees=mcleo-d&labels=community-recognition&template=Community-Recognition.md&title=FINOS+Community+Recognition)
- [Ambassador Program](https://www.finos.org/ambassador-program)
- [Membership](https://www.finos.org/membership-benefits)
- [Members](https://www.finos.org/members)
- [Inquire](https://www.finos.org/membership-benefits#become-a-member)
- [Join](https://joinnow.platform.linuxfoundation.org/?project=finos)
- [Member ROI Summary & Calculator](https://www.finos.org/roi-report-calculator)
- [Dependency Consumption Analysis](https://www.finos.org/dependency-consumption-analysis)
- Resources
- [2025 Mission & Vision](https://www.finos.org/2024-in-review-2025-vision)
- [Research & Case Studies](https://www.finos.org/research-case-studies)
- [Training](https://training.linuxfoundation.org/finos/)
- [Open Source Maturity Model](https://osr.finos.org/docs/bok/OSMM/Introduction)
- [Contributions Live Dashboard](https://metrics.finos.org)
- [Our Github Organization](https://github.com/finos/)
- [Our Developer Toolchain](https://odp.finos.org/)
- [FINOS Store](https://store-finos.myshopify.com/)
- News & Events
- [This Week At FINOS](https://www.finos.org/this-week-at-finos)
- [Community Blog](https://www.finos.org/blog)
- [Newsletter](https://www.finos.org/newsletter)
- [Podcast: Open Source in Finance](https://www.finos.org/open-source-in-finance-podcast)
- [Press Releases](https://www.finos.org/press)
- [FINOS Events](https://www.finos.org/hosted-events)
- [Community Events](https://www.finos.org/featured-events)
- [Community Spotlight](https://www.finos.org/community-spotlight)
- [Stay Informed](https://www.finos.org/sign-up)
- [About](https://www.finos.org/about-us)
- [Stay Informed](https://www.finos.org/sign-up)
- [FAQs](https://www.finos.org/faq)
- [Contact Us](https://www.finos.org/contact-us)
- [Governing Board](https://www.finos.org/governing-board)
- [Technical Oversight Committee](https://www.finos.org/technical-oversight-committee)
- [Team](https://www.finos.org/team)
- [Governance](https://www.finos.org/governance)
- [Code of Conduct](https://www.finos.org/code-of-conduct)
- [OSFF + Videos](https://events.linuxfoundation.org/open-source-finance-forum)
- [OSFF 2026](https://events.linuxfoundation.org/open-source-finance-forum/)
- [OSFF Toronto 2026 Videos](https://www.finos.org/osff-toronto-2026-videos)
- [OSFF New York 2025 Videos](https://www.finos.org/osff-nyc-2025-videos)
- [OSFF London 2026 Videos](https://www.finos.org/osff-london-2026-videos)
- [apidays Paris 2025 Videos](https://www.finos.org/apidays)
- [Projects](https://www.finos.org/projects)
- [Artificial Intelligence (AI)](https://ai.finos.org/)
- [Common Domain Model (CDM)](https://www.finos.org/common-domain-model)
- [FDC3](https://www.finos.org/fdc3)
- [Fluxnova](https://fluxnova.finos.org)
- [FINOS Common Cloud Controls](https://www.finos.org/common-cloud-controls-project)
- [High Performance Computing (HPC)](https://hpc.finos.org)
- [OSERA](https://osera.finos.org/)
- [Open Source Readiness Initiative](https://www.finos.org/open-source-readiness)
- [OS-Climate](https://www.finos.org/os-climate)
- [Try our Projects](https://www.finos.org/project-sandbox)
- [All Projects Landscape](https://landscape.finos.org/)
- [Community](https://www.finos.org/engage-with-our-community)
- [FINOS Community Calendar](https://www.finos.org/calendar)
- [Community Quickstart](https://www.finos.org/get-involved)
- [FINOS Community Site](https://community.finos.org/)
- [Contribute](https://community.finos.org/docs/governance/Software-Projects/contribution)
- [Unable to Contribute?](https://www.finos.org/open-source-readiness)
- [Join our Slack channel](https://finos-lf.slack.com/messages/finos-community/)
- [Recognize a contributor](https://github.com/finos/community/issues/new?assignees=mcleo-d&labels=community-recognition&template=Community-Recognition.md&title=FINOS+Community+Recognition)
- [Ambassador Program](https://www.finos.org/ambassador-program)
- [Membership](https://www.finos.org/membership-benefits)
- [Members](https://www.finos.org/members)
- [Inquire](https://www.finos.org/membership-benefits#become-a-member)
- [Join](https://joinnow.platform.linuxfoundation.org/?project=finos)
- [Member ROI Summary & Calculator](https://www.finos.org/roi-report-calculator)
- [Dependency Consumption Analysis](https://www.finos.org/dependency-consumption-analysis)
- Resources
- [2025 Mission & Vision](https://www.finos.org/2024-in-review-2025-vision)
- [Research & Case Studies](https://www.finos.org/research-case-studies)
- [Training](https://training.linuxfoundation.org/finos/)
- [Open Source Maturity Model](https://osr.finos.org/docs/bok/OSMM/Introduction)
- [Contributions Live Dashboard](https://metrics.finos.org)
- [Our Github Organization](https://github.com/finos/)
- [Our Developer Toolchain](https://odp.finos.org/)
- [FINOS Store](https://store-finos.myshopify.com/)
- News & Events
- [This Week At FINOS](https://www.finos.org/this-week-at-finos)
- [Community Blog](https://www.finos.org/blog)
- [Newsletter](https://www.finos.org/newsletter)
- [Podcast: Open Source in Finance](https://www.finos.org/open-source-in-finance-podcast)
- [Press Releases](https://www.finos.org/press)
- [FINOS Events](https://www.finos.org/hosted-events)
- [Community Events](https://www.finos.org/featured-events)
- [Community Spotlight](https://www.finos.org/community-spotlight)
- [Stay Informed](https://www.finos.org/sign-up)
- [About](https://www.finos.org/about-us)
- [Stay Informed](https://www.finos.org/sign-up)
- [FAQs](https://www.finos.org/faq)
- [Contact Us](https://www.finos.org/contact-us)
- [Governing Board](https://www.finos.org/governing-board)
- [Technical Oversight Committee](https://www.finos.org/technical-oversight-committee)
- [Team](https://www.finos.org/team)
- [Governance](https://www.finos.org/governance)
- [Code of Conduct](https://www.finos.org/code-of-conduct)
- [OSFF + Videos](https://events.linuxfoundation.org/open-source-finance-forum)
- [OSFF 2026](https://events.linuxfoundation.org/open-source-finance-forum/)
- [OSFF Toronto 2026 Videos](https://www.finos.org/osff-toronto-2026-videos)
- [OSFF New York 2025 Videos](https://www.finos.org/osff-nyc-2025-videos)
- [OSFF London 2026 Videos](https://www.finos.org/osff-london-2026-videos)
- [apidays Paris 2025 Videos](https://www.finos.org/apidays)
# Community Blog
## William Arias
Find me on:
### Recent Posts
## [Scaling Financial Machine Learning with MLOps](https://www.finos.org/blog/scaling-financial-machine-learning-with-mlops)
July 29, 2024
[William Arias](https://www.finos.org/blog/author/william-arias)
[Leave a comment](https://www.finos.org/blog/scaling-financial-machine-learning-with-mlops#comments-listing)
[](https://www.finos.org/blog/scaling-financial-machine-learning-with-mlops)
In the financial services landscape, where payments, transfers, trades, and numerous transactions take place every day, data sits at the financial system’s core and enables its operation. And where there is data, there is potential room to leverage models that learn from it and can help to optimize the operation. Such models within the machine learning realm have become critical tools for tackling tasks (to name a few) such as fraud detection, customer segmentation, sentiment analysis, and risk assessment. Creating these models has become easier in recent years. However, the same can’t be said about deploying and maintaining these models in production environments. This is where MLOps (Machine Learning Operations) comes into play, offering a set of practices and, hopefully, standards that combine machine learning, DevSecOps, and data engineering to develop, deploy, and maintain ML models more reliably and efficiently.
No More Posts
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[Contact Us](https://www.finos.org/contact-us)
[info@finos.org](mailto:info@finos.org)
+1 (650) 665-9773
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