Tenzaa's Tech Blog
This site is dedicated to sharing IT-related technologies.
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Data Engineering 27 Architecture 25 Web Architecture 2 Observability 24 MLOps 16 Cloud Native 11 Distributed Systems 28 Software Architecture 4 MLOps Engineering 1 Backend Architecture 2 Backend Development 8 DevOps 21 System Design 6 System Architecture 4 DevSecOps 4 Mobile Development 2 Security 3 Cloud Security 2 Full-Stack Development 1 Cloud Architecture 3 Security Engineering 1 Platform Engineering 1 WebAssembly 1 Serverless 1 Software Engineering & Architecture 1 Real-Time Communication 1
Building a Zero-Downtime Milvus Index Promotion Pipeline with MLflow and CircleCI Building a Zero-Downtime Milvus Index Promotion Pipeline with MLflow and CircleCI
The initial deployment was simple enough. A single embedding model, a single Milvus collection, and a cron job to refres
2023-10-27 MLOps
Milvus CI/CD Vector Database CircleCI MLflow Kit
Implementing a Remote Execution Engine for Containerized Scikit-learn Jobs with a SwiftUI Client and Podman Implementing a Remote Execution Engine for Containerized Scikit-learn Jobs with a SwiftUI Client and Podman
The core operational friction wasn’t in model development itself, but in the handoff and execution cycle. Business analy
2023-10-27 MLOps
Scikit-learn MLOps SwiftUI FastAPI Python Podman Jupyter Data Warehouse
Utilizing Redis Streams for a Resilient MLOps Data Ingestion Layer from Swift Applications Utilizing Redis Streams for a Resilient MLOps Data Ingestion Layer from Swift Applications
The core pain point was latency. Our on-device personalization models, running in a native Swift application, were updat
2023-10-27 MLOps
Redis Streams MLOps Swift Data Engineering System Design
Implementing an ACID-Compliant Feature Aggregate for MLOps Using Domain-Driven Design on Azure AKS Implementing an ACID-Compliant Feature Aggregate for MLOps Using Domain-Driven Design on Azure AKS
The model predictions were drifting, but not because of concept drift. The root cause was more insidious: data corruptio
2023-10-27 MLOps
Azure AKS ACID MLOps Kubernetes Domain-Driven Design C#
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