A concise comparative brief across storage, NoSQL, batch, real-time, machine learning, and visualization technologies.
This piece organizes the ecosystem in a decision-friendly way. Instead of listing tools in isolation, it highlights where each category fits, what tradeoffs matter, and how different layers support different analytical goals.
Technical breadth across databases, processing models, and analytics stacks.
Structured comparison rather than tool-name accumulation.
Ability to communicate architecture choices clearly.
This portfolio page preserves the original analytics item while presenting it in a cleaner, public-facing format that is easier to browse and safer to publish.