Data Engineering

Data pipelines, lakehouse, production RAG, and IoT monitoring.

AllAI & Models(6)AI Agents(6)E-commerce & SaaS(5)Asellio(4)Data Engineering(4)Industry & Tools(7)
Lakehouse, RAG and Vector Databases: What from the Modern Data Stack Makes Sense for SaaS?
Data Engineering13 min
July 23, 2026

Lakehouse, RAG and Vector Databases: What from the Modern Data Stack Makes Sense for SaaS?

Pinecone for speed, pgvector for cost control, or Lakehouse for governance? Concrete metrics and case studies for small SaaS teams.

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AI in Marine Aquarium Monitoring: Data Analysis and Early Detection
Data Engineering12 min
July 5, 2026

AI in Marine Aquarium Monitoring: Data Analysis and Early Detection

How AI, computer vision, and intelligent sensors are revolutionizing marine aquarium monitoring by detecting problems before they cause losses.

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Data Science Pipeline in a Small SaaS: Architecture from Zero to Production
Data Engineering16 min
July 2, 2026

Data Science Pipeline in a Small SaaS: Architecture from Zero to Production

How to build an efficient data science pipeline in a small SaaS company? A practical guide to architecture, tools, and challenges for teams of 1-2 engineers.

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AI-first vs Data-first: Which strategy wins in production systems?
Data Engineering15 min
June 26, 2026

AI-first vs Data-first: Which strategy wins in production systems?

Analysis of AI deployment approaches in production shows that system durability and stability require a data-first strategy. See why data quality surpasses model size.

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