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Data & AI05 Sep 2025

From Data Science Notebook to Shipped Feature (DataLoom FYP)

Omer Toqeer

Omer Toqeer

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Original technical illustration for From Data Science Notebook to Shipped Feature (DataLoom FYP)

1 min read

The Gap

Many data science projects stop at “nice Jupyter notebook”. For DataLoom, we wanted:

  • Real users
  • A real UI
  • Repeatable pipelines

Steps We Took

1. Stabilized data ingestion (ETL)

2. Defined a minimal set of useful charts

3. Wrapped models behind a simple API

4. Built a Streamlit UI that non-technical users could understand

The result: an A+ FYP that actually felt like a product.

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