Data engineering, machine learning and AI workflows — five posts carried over from WordPress, now as plain static HTML.
Data manipulation is at the heart of data science and engineering. For years Pandas has been the go-to library — but Polars is making waves with blazing-fast performance and a modern, SQL-like design.
Projects from 2022–2023, restored from old hosting. Training a diamond price model and serving it with a Flask web app on Azure App Service.
In the ever-evolving landscape of AI, LLM capabilities have reached unprecedented heights — unlocking the transformation of unstructured text into structured JSON.
Projects from 2022–2023, restored from old hosting. Analysing the NYC taxicab dataset in Databricks — Spark SQL business questions plus a fare-prediction model.
Projects from 2022–2023, restored from old hosting. Ingesting YouTube trending data from Azure Blob Storage into a Snowflake lakehouse.
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