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Technical depth from the engineers who build in production — cloud infrastructure, AI/ML, MLOps, and the systems that tie them together.

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Nebulaworks Speaking at Nextflow Summit Boston 2026
Anthony Ramirez, Partner and Director of Consulting at Nebulaworks, presents on production MLOps for cheminformatics at Nextflow Summit Boston on April 30.
Chris Ciborowski April 22, 2026
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AWS IoT Greengrass V2 in Production — Managing Edge ML Deployments at Scale
Greengrass V2's component model changes how you think about edge ML deployment. Here's how to structure inference, connectivity, and OTA updates.
April 9, 2026
Post February 27, 2026 Why Energy Forecasting Models Drift — and How to Keep Them Accurate in Production Energy forecasting models degrade in grid-specific ways. Understanding why helps you build the monitoring and retraining strategy to catch it early. Read More
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Building the Data Infrastructure for Distributed Energy Resource Management
Managing millions of DER endpoints requires a different architecture than traditional SCADA. Here's how to build it on AWS.
November 24, 2025
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Predictive Maintenance at Scale — Lessons from 18 Months in Production
Getting a predictive maintenance model working in a pilot is one thing. Keeping it accurate across 400 assets for 18 months is another. Lessons learned.
November 8, 2025
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Predictive Maintenance for Substation Equipment — A Production MLOps Architecture
Transformer failures are largely preventable. A production MLOps architecture for substation health monitoring — sensor ingestion to ranked field alerts.
October 22, 2025
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Nextflow in Production — Deploying Genomics Pipelines with Wave, Fusion, and AWS Batch
Running Nextflow reliably in production — at scale, with reproducibility guarantees — requires more than a working pipeline. Here's the stack.
August 19, 2025
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Connecting Legacy SCADA to AWS — An OT/IT Integration Architecture for Industrial AI
Most industrial AI projects stall before the first model — because OT data is inaccessible. Here's the architecture that changes that.
July 29, 2025
Case Study
Cloud-Native Extract, Transform, Load (ETL) Pipeline
Working with a cross-functional team Nebulaworks built, operationalized, and maintained a bioinformatics ETL pipeline
Anthony Ramirez May 2, 2024
Case Study
Cloud Based HPC Environment
Nebulaworks engineered a cloud hosted High Performance Compute (HPC) environment to accelerate R&D
Anthony Ramirez March 25, 2024
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Enhancing AWS Landing Zones with Operational Monitoring and CI/CD Integration
Learn to enhance AWS Landing Zones with CloudWatch monitoring and CI/CD via GitHub Actions for improved performance and deployment automation
March 20, 2024
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The Vital Roles of Data Science and Data Engineering
In the modern era, data acts as the linchpin of innovation, driving insights and decision-making across industries.
Anthony Ramirez March 5, 2024